Building CI Pipeline with Databricks Asset Bundle and GitLab

Data Science Tech Brief By HackerNoon

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<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/the-vanished">The Vanished</a></span>

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The Vanished

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23 روز پیش23d ago

لغو اشتراک

ماهیانه

Join us on a journey into the perplexing world of disappearances, where individuals vanish without a trace, leaving behind a void filled with questions and speculation.

حدود یک سال پیش 10:59

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This story was originally published on HackerNoon at: https://hackernoon.com/building-ci-pipeline-with-databricks-asset-bundle-and-gitlab.
Databricks Asset Bundle streamlines the development of complex data, analytics, and ML projects for the Databricks platform.
Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #databricks, #gitlab, #devops, #mlops-platforms, #databricks-asset-bundles, #databricks-gui, #how-to-build-a-ci-pipeline, #hackernoon-top-story, and more.
This story was written by: @neshom. Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com.
In the previous blog, I showed you how to build a CI pipeline using Databricks CLI eXtensions and GitLab. In this post, I will show you how to achieve the same objective with the latest and recommended Databricks deployment framework, Databricks Asset Bundles.

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Building CI Pipeline with Databricks Asset Bundle and GitLab

Data Science Tech Brief By HackerNoon

published حدود یک سال پیش

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126 قسمت

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1
98% of Data Strategies Fail: Let's Fix It 11:24

46 weeks پیش11:24

11:24

This story was originally published on HackerNoon at: https://hackernoon.com/98percent-of-data-strategies-fail-lets-fix-it . Learn how to fix failing data strategies using the '5 W's' framework. Transform your approach to KPIs and drive real business value with actionable insights. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-strategy , #kpi-management , #business-intelligence , #data-driven-decisions , #executive-leadership , #analytics-roi , #data-roi , #data-governance , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Even the most well-equipped organizations can find themselves serving up a mess instead of actionable insights. Here's a step-by-step process of fixing your data strategy, ensuring that you're serving up actionable data instead of a recipe for disaster. In the following sections, we'll dive into the common data strategy nightmares.…

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How To Measure The Results Of In-App Events When Onelinks Don’t Work 5:59

46 weeks پیش5:59

5:59

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-measure-the-results-of-in-app-events-when-onelinks-dont-work . How To Measure The Results Of In-App Events When Onelinks Don’t Work Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #analytics , #onelink , #inapp-events , #marketing , #app-store , #mobile-apps , #digital-marketing , #good-company , and more. This story was written by: @socialdiscoverygroup . Learn more about this writer by checking @socialdiscoverygroup's about page, and for more stories, please visit hackernoon.com . Many app developers and marketing managers face the challenge of accurately measuring the impact of In-App Events (IAEs) on the App Store. While IAEs have proven effective for re-engaging users, attracting new downloads, and increasing revenue, traditional tracking methods like OneLink don’t actually include IAEs. Major mobile attribution platforms confirm that currently there is no way to track IAEs properly. At Social Discovery Group, our portfolio of 60+ dating and entertainment brands is supported by a team of over 100 marketers dedicated to app growth and development. We’re used to measuring all our marketing efforts in terms of financial value. Eventually, we’ve managed to develop our own composite way to evaluate IAEs, and are going to share it with you.…

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How AI-Powered Data Mapping is Democratizing Data Management 8:10

47 weeks پیش8:10

8:10

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-powered-data-mapping-is-democratizing-data-management . Learn how AI-powered data mapping is transforming data management, making it more accessible and efficient for everyone. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-mapping , #data-management , #big-data , #ai-powered , #ai-powered-data-management , #democratizing-data-management , #data-science , #ai-powered-data-mapping , and more. This story was written by: @kristenburke . Learn more about this writer by checking @kristenburke's about page, and for more stories, please visit hackernoon.com . AI is revolutionizing data mapping by automating and simplifying the process, making data management more efficient and accessible for businesses and non-technical users alike.…

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Data Engineering: What’s the Value of API Security in the Generative AI Era? 5:47

47 weeks پیش5:47

5:47

This story was originally published on HackerNoon at: https://hackernoon.com/data-engineering-whats-the-value-of-api-security-in-the-generative-ai-era . Discover the importance of API security in the age of Generative AI. Learn how robust API protection ensures data integrity. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #generative-ai , #ai-regulation , #api-security , #data-security , #data-privacy , #threat-detection , #cybersecurity-best-practices , and more. This story was written by: @karthikrajashekaran . Learn more about this writer by checking @karthikrajashekaran's about page, and for more stories, please visit hackernoon.com . API security is crucial in the era of Generative AI, ensuring data integrity, protecting user privacy, and enabling secure and efficient AI integration. Robust API protection helps prevent unauthorized access, data breaches, and potential misuse of AI capabilities.…

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Say Goodbye to Outdated Diagrams: Automate Your Infrastructure Visualization 7:15

47 weeks پیش7:15

7:15

This story was originally published on HackerNoon at: https://hackernoon.com/say-goodbye-to-outdated-diagrams-automate-your-infrastructure-visualization . Automate your infrastructure diagrams. Guide helps you maintain fresh, accurate visuals with minimal effort, perfect for managing Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #visualization , #cloud-infrastructure , #terraform , #diagram , #infrastructure-as-code , #cloud , #aws , #infrastructure-visualization , and more. This story was written by: @vladimirf . Learn more about this writer by checking @vladimirf's about page, and for more stories, please visit hackernoon.com . Tired of making awesome infrastructure diagrams that become outdated as soon as you save them? Yeah, me too. Luckily, there are tools out there to help.…

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Why C-Suite Executives Won’t Cut it Without Data Skills Anymore 6:45

47 weeks پیش6:45

6:45

This story was originally published on HackerNoon at: https://hackernoon.com/why-c-suite-executives-wont-cut-it-without-data-skills-anymore . Modern executives must master data skills to navigate data privacy, cybersecurity, and strategic decisions. Learn why C-suite leaders can't afford to lag behind Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-literacy , #thought-leadership , #leadership-skills , #data-skills , #data-governance , #data-visualization-tools , #cybersecurity-executives , #hackernoon-top-story , and more. This story was written by: @znenad079 . Learn more about this writer by checking @znenad079's about page, and for more stories, please visit hackernoon.com . Every industry generates massive amounts of data, which is now being used for better decision-making. One of today’s most pressing challenges for executives is data privacy concerns and cybersecurity. Modern executives must have data skills to understand the flow of valuable data in their company and know how to make it work for them.…

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Meet New & Improved BigQuery: Single, Unified AI-Ready Data Platform 10:20

48 weeks پیش10:20

10:20

This story was originally published on HackerNoon at: https://hackernoon.com/meet-new-and-improved-bigquery-single-unified-ai-ready-data-platform . Google has gone a step further and unified key data Google Cloud analytics capabilities under BigQuery - now the single, AI-ready data analytics platform. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analytics , #google-bigquery , #bigquery-and-google-cloud , #ai-integration , #big-query-and-gemini , #good-company , #hackernoon-top-story , #real-time-data-analytics , and more. This story was written by: @googlecloud . Learn more about this writer by checking @googlecloud's about page, and for more stories, please visit hackernoon.com . We’ve gone a step further and unified key data Google Cloud analytics capabilities under BigQuery, which is now the single, AI-ready data analytics platform. BigQuery incorporates key capabilities from multiple Google Cloud analytics services into a single product experience that offers the simplicity and scale you need to manage structured data in BigQuery tables, unstructured data like images, audience and documents, and streaming workloads, all with the best price-performance.…

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Decoding Transformers' Superiority over RNNs in NLP Tasks 9:38

48 weeks پیش9:38

9:38

This story was originally published on HackerNoon at: https://hackernoon.com/decoding-transformers-superiority-over-rnns-in-nlp-tasks . Explore the intriguing journey from Recurrent Neural Networks (RNNs) to Transformers in the world of Natural Language Processing in our latest piece: 'The Trans Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #nlp , #transformers , #llms , #natural-language-processing , #large-language-models , #rnn , #machine-learning , #neural-networks , and more. This story was written by: @artemborin . Learn more about this writer by checking @artemborin's about page, and for more stories, please visit hackernoon.com . Despite Recurrent Neural Networks (RNNs) designed to mirror certain aspects of human cognition, they've been surpassed by Transformers in Natural Language Processing tasks. The primary reasons include RNNs' issues with the vanishing gradient problem, difficulty in capturing long-range dependencies, and training inefficiencies. The hypothesis that larger RNNs could mitigate these issues falls short in practice due to computational inefficiencies and memory constraints. On the other hand, Transformers leverage their parallel processing ability and self-attention mechanism to efficiently handle sequences and train larger models. Thus, the evolution of AI architectures is driven not only by biological plausibility but also by practical considerations such as computational efficiency and scalability.…

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How to Enable Auto-Start for Apache DolphinScheduler 4:18

49 weeks پیش4:18

4:18

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-enable-auto-start-for-apache-dolphinscheduler . To set DolphinScheduler to start automatically upon system boot, you typically need to configure it as a system service. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #bigdata , #data-science , #workflow-automation , #linux , #how-to-enable-auto-start , #apache-dolphinscheduler , #apache-dolphinscheduler-guide , and more. This story was written by: @williamguo . Learn more about this writer by checking @williamguo's about page, and for more stories, please visit hackernoon.com . To set DolphinScheduler to start automatically upon system boot, you typically need to configure it as a system service. The following are general steps, which may vary depending on your operating system.…

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Benchmarking Apache Kafka: Performance-per-price 13:11

49 weeks پیش13:11

13:11

This story was originally published on HackerNoon at: https://hackernoon.com/benchmarking-apache-kafka-performance-per-price . This is a study comparing environments for Apache Kafka. The ultimate goal is to find the most effective setup and achieve the best price-performance ratio. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #apache-kafka , #amd , #arm , #aws , #gcp , #kafka-performance , #benchmarking-apache-kafka , #hackernoon-top-story , and more. This story was written by: @mishaepikhin . Learn more about this writer by checking @mishaepikhin's about page, and for more stories, please visit hackernoon.com . ARM rocks. Modern expensive architecture does not always mean “better”.…

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When and When Not to Use Apache Kafka as a Database 9:26

49 weeks پیش9:26

9:26

This story was originally published on HackerNoon at: https://hackernoon.com/when-and-when-not-to-use-apache-kafka-as-a-database . Discover how Apache Kafka’s data retention and querying capabilities make it similar to a database and learn when to use Kafka for database-like use cases. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #apache-kafka , #kafka-vs-database , #kafka-as-a-database , #real-time-data-processing , #database-management , #kafka-querying-capabilities , #open-source-event-streaming , #apache-kafka-for-data-storage , and more. This story was written by: @aahil . Learn more about this writer by checking @aahil's about page, and for more stories, please visit hackernoon.com . Apache Kafka, while not a traditional database, has database-like properties such as data retention and querying capabilities. This article explores when Kafka can be used for database-like purposes and when it is best suited as a streaming platform.…

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A Leader's Guide to Data-Driven Success 7:35

50 weeks پیش7:35

7:35

This story was originally published on HackerNoon at: https://hackernoon.com/a-leaders-guide-to-data-driven-success . Transform data from a source of frustration into a powerful business tool with this practical guide for executives. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-strategy , #business-insights , #data-management , #data-literacy , #data-analytics , #business-growth , #information-overload , #business-strategy , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Despite having more information than ever, making informed decisions seems increasingly challenging. This guide is designed to help you transform data from a source of frustration into a powerful tool for driving business growth. From my own experience, I've seen professionals dedicating up to 50% of their workweek to validating data.…

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Seamlessly Migrate Your On-Premise Data Pipeline to Azure with These Key Steps 12:35

51 weeks پیش12:35

12:35

This story was originally published on HackerNoon at: https://hackernoon.com/seamlessly-migrate-your-on-premise-data-pipeline-to-azure-with-these-key-steps . Scaling AI/ML Data Needs: Migrating On-Premise Data Engineering Workloads to Azure Cloud Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #azure-data-factory , #data-pipeline-migration , #azure-migration , #azure-data-integration , #cloud-data-transfer , #cloudera-to-azure , #azure-security-compliance , and more. This story was written by: @amlanpatnaik . Learn more about this writer by checking @amlanpatnaik's about page, and for more stories, please visit hackernoon.com . This guide details the process of migrating an on-premise Cloudera data system to Azure, covering key considerations, challenges, and best practices to ensure a smooth and secure transition.…

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Data Collection for Product Managers 7:55

51 weeks پیش7:55

7:55

This story was originally published on HackerNoon at: https://hackernoon.com/data-collection-for-product-managers . Discover how product managers can bridge the gap between intuition and data to optimize product improvement with best practices and real-world examples. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-collection , #startups , #data-product-management , #data-driven-insights , #data-driven-decision-making , #product-manager , #product-management-tips , #how-to-collect-data , and more. This story was written by: @carolinagarcia . Learn more about this writer by checking @carolinagarcia's about page, and for more stories, please visit hackernoon.com . Discover how product managers can bridge the gap between intuition and data to optimize product improvement. This guide explores the importance of data-driven decision-making, offering best practices and real-world examples from companies like NuBank, Monzo, Deliveroo, and Booking.com. Learn how to acquire insights from customer feedback, track performance metrics, monitor market trends, and refine product roadmaps through iterative experimentation. Become a data-driven PM and create products that users will love.…

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Data Collection for Product Managers 7:55

51 weeks پیش7:55

7:55

Data Science Tech Brief By HackerNoon

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Leveraging Data Granularity, Distribution, and Modeling for Effective Product Management 11:39

51 weeks پیش11:39

11:39

This story was originally published on HackerNoon at: https://hackernoon.com/leveraging-data-granularity-distribution-and-modeling-for-effective-product-management . These three fundamental concepts are exceptionally needed for being able to use data to enhance product strategy. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analysis , #data-driven-product-management , #data-granularity , #data-distribution , #product-strategy , #user-behavior-analysis , #data-modeling , #business-strategy , and more. This story was written by: @gevorgkazaryan . Learn more about this writer by checking @gevorgkazaryan's about page, and for more stories, please visit hackernoon.com . Granularity determines the level of detail available in the data, which directly impacts what you can observe and analyze. For instance, finer granularity provides more detailed insights but may require more sophisticated handling and processing techniques. Distribution helps identify the patterns and spread of data, which is critical for selecting the appropriate analysis techniques and ensuring the accuracy of predictive models. Data Modeling uses the insights gained from understanding granularity and distribution to build predictive or descriptive models that inform decision-making and strategy.…

Data Science Tech Brief By HackerNoon

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How Vectors, Rag and Llama 3 Are Changing First-Party Data 7:59

51 weeks پیش7:59

7:59

This story was originally published on HackerNoon at: https://hackernoon.com/how-vectors-rag-and-llama-3-are-changing-first-party-data . In the battle for the best data, is first-party better? Not by itself, but it could be with vectors, frameworks like RAG, and open-source models Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #first-party-data , #big-data , #datasets , #rag-architecture , #retrieval-augmented-generation , #vector-embedding , #ai-models-for-data-analysis , #hackernoon-top-story , and more. This story was written by: @danielsvonava . Learn more about this writer by checking @danielsvonava's about page, and for more stories, please visit hackernoon.com . The push for first-party data generally goes that companies need to become better stewards of data acquisition and management. Consumers increasingly want to know who is hanging onto their personal information, how they got it, why they have it, and what is being done with it. The push to take back control of data seems essential, but is it practical?…

Data Science Tech Brief By HackerNoon

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16 Best Sklearn Datasets for Building Machine Learning Models 21:22

51 weeks پیش21:22

21:22

This story was originally published on HackerNoon at: https://hackernoon.com/16-best-sklearn-datasets-for-building-machine-learning-models . Sklearn datasets are included as part of the scikit-learn (sklearn) library, so they come pre-installed with the library. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #sklearn , #datasets , #datascience , #sklearn-datasets , #machine-learning , #python-programming , #dataset , #hackernoon-top-story , and more. This story was written by: @datasets . Learn more about this writer by checking @datasets's about page, and for more stories, please visit hackernoon.com . Sklearn is a Python module for machine learning built on top of SciPy. It is unique due to its wide range of algorithms and ease of use. Data powers machine learning algorithms and scikit-learn. Sklearn offers high quality datasets that are widely used by researchers, practitioners and enthusiasts.…

Data Science Tech Brief By HackerNoon

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Enhancing Audit Processes With Advanced Analytical Tools 5:01

51 weeks پیش5:01

5:01

This story was originally published on HackerNoon at: https://hackernoon.com/enhancing-audit-processes-with-advanced-analytical-tools . Discover how advanced analytical tools streamline audit processes, boosting accuracy and efficiency for tech professionals. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #advanced-analytics , #software-development , #audit , #analytics-based-auditing , #auditing-tech , #data-visualization , #complex-event-processing , #ai-in-analytics , and more. This story was written by: @devinpartida . Learn more about this writer by checking @devinpartida's about page, and for more stories, please visit hackernoon.com . Developers can leverage advanced analytics tools to streamline and improve software, compliance and internal controls auditing. Advanced analytics tools like artificial intelligence, complex event processing and data mining enable 100% population testing. They eliminate the need for sampling, thereby reducing bias and error risks. Autonomous technologies like AI are particularly beneficial since they eliminate human error.…

Data Science Tech Brief By HackerNoon

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Go Clean to Be Lean: Data Optimization for Improved Business Efficiency 11:30

52 weeks پیش11:30

11:30

This story was originally published on HackerNoon at: https://hackernoon.com/go-clean-to-be-lean-data-optimization-for-improved-business-efficiency . The article discusses cost optimization with clean data, explaining how businesses can save resources by reducing the workload for data analysts and more. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-cleaning , #data-optimization , #data-cleansing , #clean-data , #big-data , #big-data-processing , #data-processing , #business-data , and more. This story was written by: @karolisdidziulis . Learn more about this writer by checking @karolisdidziulis's about page, and for more stories, please visit hackernoon.com . This article discusses cost optimization with clean data. It explains how businesses can save resources by decreasing the load for data analysts, among other opportunities. It also discusses the differences between raw and clean data and who can benefit from switching to the latter. You'll also find 4 ways in which clean data reduces time to value.…

Data Science Tech Brief By HackerNoon

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Efficient Data Management and Workflow Orchestration with Apache Doris Job Scheduler 7:26

52 weeks پیش7:26

7:26

This story was originally published on HackerNoon at: https://hackernoon.com/efficient-data-management-and-workflow-orchestration-with-apache-doris-job-scheduler . Apache Doris 2.1.0's built-in Job Scheduler simplifies task automation with high efficiency, flexibility, and easy integration for seamless data management. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #big-data , #database , #open-source , #programming , #apache-doris , #task-automation , #workflow-orchestration , and more. This story was written by: @frankzzz . Learn more about this writer by checking @frankzzz's about page, and for more stories, please visit hackernoon.com . The built-in Doris Job Scheduler triggers pre-defined operations efficiently and reliably. It is useful in many cases including ETL and data lake analytics.…

Data Science Tech Brief By HackerNoon

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Scaling Ethereum: Data Bloat, Data Availability, and the Cloudless Solution 17:12

1 year پیش17:12

17:12

This story was originally published on HackerNoon at: https://hackernoon.com/scaling-ethereum-data-bloat-data-availability-and-the-cloudless-solution . Determining how to persist Ethereum’s excess data will allow it to scale indefinitely into the future, and Codex has arrived to help. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-storage , #decentralized-storage , #peer-to-peer , #web3-storage , #ethereum , #ethereum-scaling , #good-company , #data-bloat , and more. This story was written by: @logos . Learn more about this writer by checking @logos's about page, and for more stories, please visit hackernoon.com . Codex is a cloudless, trustless, p2p storage protocol seeking to offer strong data persistence and durability guarantees for the Ethereum ecosystem and beyond. Due to the rapid development and implementation of new protocols, the Ethereum blockchain chain has become bloated with data. This data bloat can also be defined as “network congestion,” where transaction data clogs the network and undermines scalability. Codex offers a solution to the DA problem, except with data persistence.…

Data Science Tech Brief By HackerNoon

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What Frontend Devs Want (From Backend Devs) 5:42

1 year پیش5:42

5:42

This story was originally published on HackerNoon at: https://hackernoon.com/what-frontend-devs-want-from-backend-devs . Backend developers can help frontend developers work with their API more efficiently and ship the product with as little friction as possible. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-structure , #backend-developer , #typescript , #programming-advice , #api , #coding-teamwork , #how-to-have-clean-code , #figma , and more. This story was written by: @smileek . Learn more about this writer by checking @smileek's about page, and for more stories, please visit hackernoon.com . Backend developers can help frontend developers work with their API more efficiently and ship the product with as little friction as possible. Here are a few simple things that can decrease your time-to-market or improve other fancy metrics your managers want you to improve. I will tell it from the web developers’ point of view, but from what I remember, the same works for mobile development.…

Data Science Tech Brief By HackerNoon

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How to Build an AI Chatbot with Python and Gemini API 6:04

1 year پیش6:04

6:04

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-an-ai-chatbot-with-python-and-gemini-api . Learn how to create a web-based AI chatbot using Python and the Gemini API with this step-by-step beginner-friendly guide. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #ai-chatbot , #google-gemini , #google-ai , #gemini-api , #python-tutorials , #python-flask , #chatbot-development , and more. This story was written by: @proflead . Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com . This guide walks you through building a web-based AI chatbot using Python and the Gemini API. From setting up your environment to running your chatbot, you'll learn each step to create your own AI assistant.…

Data Science Tech Brief By HackerNoon

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How to Set Up a Local DNS Server With Python 4:13

1 year پیش4:13

4:13

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-set-up-a-local-dns-server-with-python . DNS servers play a crucial role in translating human-friendly domain names into IP addresses that computers use to identify each other on the network. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #python-programming , #networking , #dns-server-guide , #how-to-set-up-dns-server , #how-to-creatw-html-files , #http-server-guide , #troubleshooting-dns-server , #python-and-dns-servers , and more. This story was written by: @hackerclukchp0j00003b6oy80p1nrw . Learn more about this writer by checking @hackerclukchp0j00003b6oy80p1nrw's about page, and for more stories, please visit hackernoon.com . DNS servers play a crucial role in translating human-friendly domain names into IP addresses that computers use to identify each other on the network. Setting up your own local DNS server can be beneficial for various reasons, including local development, internal network management, and educational purposes. We’ll create a simple HTTP server using Python’s built-in `http.server` module to serve the HTML files.…

Data Science Tech Brief By HackerNoon

1
The Collective Loves Data: How Big Data Is Shaping and Predicting Our Future 8:11

1 year پیش8:11

8:11

This story was originally published on HackerNoon at: https://hackernoon.com/the-collective-loves-data-how-big-data-is-shaping-and-predicting-our-future . Big data shapes our future! Explore how massive datasets are used to predict trends & make smarter decisions. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #what-is-big-data , #examples-of-big-data , #digital-footprint , #machine-world , #big-data-storage , #big-data-processing , #what-to-know-about-big-data , and more. This story was written by: @manoj123 . Learn more about this writer by checking @manoj123's about page, and for more stories, please visit hackernoon.com . Big data surrounds us! From social media posts to sensor readings, vast amounts of information shape our world. This article by a Google engineer dives into what big data is (think massive, varied, and ever-growing data sets) and how it's analyzed to predict trends and make smarter decisions. Learn about real-world applications and exciting future possibilities like AI and quantum computing.…

Data Science Tech Brief By HackerNoon

1
Apache Doris for Log and Time Series Data Analysis in NetEase: Why Not Elasticsearch and InfluxDB? 12:01

1 year پیش12:01

12:01

This story was originally published on HackerNoon at: https://hackernoon.com/apache-doris-for-log-and-time-series-data-analysis-in-netease-why-not-elasticsearch-and-influxdb . NetEase has replaced Elasticsearch and InfluxDB with Apache Doris in its monitoring and time series data analysis platforms, respectively Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-engineering , #logging , #time-series-analysis , #time-series-database , #big-data-analytics , #elasticsearch , #database , #netease , and more. This story was written by: @frankzzz . Learn more about this writer by checking @frankzzz's about page, and for more stories, please visit hackernoon.com . NetEase has replaced Elasticsearch and InfluxDB with Apache Doris in its monitoring and time series data analysis platforms, respectively, achieving 11X query performance and saving 70% of resources.…

Data Science Tech Brief By HackerNoon

1
Unlocking the Power of Data Lakes for Embedded Analytics in Multi-Tenant SaaS 15:16

1 year پیش15:16

15:16

This story was originally published on HackerNoon at: https://hackernoon.com/unlocking-the-power-of-data-lakes-for-embedded-analytics-in-multi-tenant-saas . Discover why data lakes are superior to traditional data warehouses for embedded analytics in SaaS applications. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-analytics , #embedded-analytics , #data-lake , #data-warehouse , #qrvey , #b2b-saas , #data-storage , #good-company , and more. This story was written by: @goqrvey . Learn more about this writer by checking @goqrvey's about page, and for more stories, please visit hackernoon.com . Analytics should extract maximum insight right? Well, to do that, you’ll need complete access to all relevant data. A data lake is a central storage for all kinds of data in its original, unstructured form. Data lakes are generally more cost-effective than data warehouses for embedded analytics use cases.…

Data Science Tech Brief By HackerNoon

1
The LinkedIn Nanotargeting Experiment that Broke All the Rules 10:50

1 year پیش10:50

10:50

This story was originally published on HackerNoon at: https://hackernoon.com/the-linkedin-nanotargeting-experiment-that-broke-all-the-rules . Discover how a groundbreaking nanotargeting experiment on LinkedIn defies audience size restrictions, unlocking new ad campaign strategies. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #nanotargeting , #online-advertising , #user-privacy , #user-data-security , #hyper-personalized-ads , #public-data-risks , #linkedin-advertising , #hackernoon-top-story , and more. This story was written by: @netizenship . Learn more about this writer by checking @netizenship's about page, and for more stories, please visit hackernoon.com . A study demonstrates the feasibility of nanotargeting on LinkedIn, bypassing audience size restrictions and achieving successful campaigns by employing JavaScript code to reactivate campaign launch buttons, employing various targeting strategies, and verifying success through campaign metrics and user interaction.…

Data Science Tech Brief By HackerNoon

1
Data Science Interview Question: Creating ROC & Precision Recall Curves From Scratch 8:59

1 year پیش8:59

8:59

This story was originally published on HackerNoon at: https://hackernoon.com/data-science-interview-question-creating-roc-and-precision-recall-curves-from-scratch . This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #data-science-interview , #precision-and-recall , #precision-recall-curves , #roc-data-science , #data-analysis , #data-science-job-questions , #hackernoon-top-story , and more. This story was written by: @varunnakra1 . Learn more about this writer by checking @varunnakra1's about page, and for more stories, please visit hackernoon.com . This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch. For the purposes of this story, I will assume that readers are aware of the meaning and the calculations behind these metrics and what they represent and how are they interpreted. We start with importing the necessary libraries (we import math as well because that module is used in calculations)…

Data Science Tech Brief By HackerNoon

1
Why PostgreSQL Is the Bedrock for the Future of Data 23:06

1 year پیش23:06

23:06

This story was originally published on HackerNoon at: https://hackernoon.com/why-postgresql-is-the-bedrock-for-the-future-of-data . Explore the rise of PostgreSQL as the de facto database standard, its impact on software development, and the key trends driving its widespread adoption. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-management , #postgresql , #timescale , #future-of-data-science , #software-development , #database-complexity , #timescaledb , #good-company , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @timescale . Learn more about this writer by checking @timescale's about page, and for more stories, please visit hackernoon.com . PostgreSQL's ascendancy as the go-to database standard is rooted in its adaptability, reliability, and extensive ecosystem. This article delves into the reasons behind its dominance, from tackling database complexity to empowering developers to build the future with confidence. Discover how PostgreSQL is revolutionizing software development and data management practices.…

Data Science Tech Brief By HackerNoon

1
How to Implement Multi-Group Bar Chart and Interact With Highlighting by Grouping Dimension 1:21

1 year پیش1:21

1:21

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-implement-multi-group-bar-chart-and-interact-with-highlighting-by-grouping-dimension . Solution for implementing a multi-group bar chart similar to the following figure: Expect two groups to differentiate in style through color transparency. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #visualization , #visactor , #vchart , #multi-group-bar-chart , #grouping-dimensions , #data-science-guide , #vchart-guide , #vchart-tutorial , and more. This story was written by: @hacker5022841 . Learn more about this writer by checking @hacker5022841's about page, and for more stories, please visit hackernoon.com . Solution for implementing a multi-group bar chart similar to the following figure: Expect two groups to differentiate in style through color transparency. When the mouse hovers over a column block, all blocks of the same color are highlighted in linkage.…

Data Science Tech Brief By HackerNoon

1
Unlocking the Invaluable Role of Big Data in Modern Supply Chain Management 7:55

1 year پیش7:55

7:55

This story was originally published on HackerNoon at: https://hackernoon.com/unlocking-the-invaluable-role-of-big-data-in-modern-supply-chain-management . Let’s take a deeper look at the scale of impact the big data revolution can have for global supply chains and vendor management. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #supply-chain , #big-data-analytics , #management , #supply-chain-ai , #supply-chain-management , #data-revolution , #supply-chain-efficiency , and more. This story was written by: @dmytrospilka . Learn more about this writer by checking @dmytrospilka's about page, and for more stories, please visit hackernoon.com . Let’s take a deeper look at the scale of impact the big data revolution can have for global supply chains and vendor management.…

Data Science Tech Brief By HackerNoon

1
Advantages and Disadvantages of Big Data 5:55

1 year پیش5:55

5:55

This story was originally published on HackerNoon at: https://hackernoon.com/advantages-and-disadvantages-of-big-data . Big data may seem like any other buzzword in business, but it’s important to understand how big data benefits a company and how it’s limited. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #big-data , #data-science , #data-analysis , #data-analytics , #big-data-analytics , #advantages-of-big-data , #disadvantages-of-big-data , and more. This story was written by: @devinpartida . Learn more about this writer by checking @devinpartida's about page, and for more stories, please visit hackernoon.com . Big data may seem like any other buzzword in business. Still, it’s important to understand how big data benefits a company and how it’s limited. If a company uses big data to its advantage, it can be a major boon for them and help them outperform its competitors. Advantages include improved decision making, reduced costs, increased productivity and enhanced customer service. Disadvantages include cybersecurity risks, talent gaps and compliance complications.…

Data Science Tech Brief By HackerNoon

1
The Top 16 Types of Charts in Data Visualization That You'll Use 9:07

1 year پیش9:07

9:07

This story was originally published on HackerNoon at: https://hackernoon.com/top-16-types-of-chart-in-data-visualization-hrh32wv . In the era of information explosion, more and more data piles up. However, these dense data are unfocused and less readable. So we need data visualization to help data to be easily understood and accepted. By contrast, visualization is more intuitive and meaningful, and it is very important to use appropriate charts to visualize data. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-visualization , #big-data , #latest-tech-stories , #hackernoon-top-story , #data-representation , #how-to-visualize-data , #column-chart-vs-bar-chart , #area-chart-vs-pie-chart , #hackernoon-es , and more. This story was written by: @sage . Learn more about this writer by checking @sage's about page, and for more stories, please visit hackernoon.com . The Top 16 Types of Charts in Data Visualization That You'll Use: Column Chart, Bar Chart, Scatter Plot, Bubble Chart, Radar Chart and Bubble Chart. All the charts in the article are taken from the data visualization tool FineReport. The chart is used to show the change of data over a continuous time interval or time span. It is characterized by a tendency to reflect things as they change over time or ordered categories. It should be noted that the number of data records of the line graph should be greater than 2.…

Data Science Tech Brief By HackerNoon

1
Data in AI: A Deep Dive With Jerome Pasquero 2:25

1 year پیش2:25

2:25

This story was originally published on HackerNoon at: https://hackernoon.com/data-in-ai-a-deep-dive-with-jerome-pasquero . How is Data Transforming AI - The What's AI Podcast (episode 27) Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #big-data , #data-security , #ai , #artificial-intelligence , #machine-learning , #jerome-pasquero , #what's-ai , and more. This story was written by: @whatsai . Learn more about this writer by checking @whatsai's about page, and for more stories, please visit hackernoon.com . This week's episode of the What's AI podcast features Machine Learning Director Jerome Pasquero. We discussed the role of human judgment in data annotation. We also touched on the often subtle yet significant presence of AI in our daily routines. This episode is a must for anyone curious about the ways in which data fuels AI.…

Data Science Tech Brief By HackerNoon

1
14 Best Tableau Datasets for Practicing Data Visualization 18:12

1 year پیش18:12

18:12

This story was originally published on HackerNoon at: https://hackernoon.com/14-best-tableau-datasets-for-practicing-data-visualization . This article focuses on the 14 Best Tableau Datasets for Practicing Data Visualization, which is essential for business analysts and data scientists. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #tableau , #data , #datasets , #covid-19-datasets , #data-visualization , #data-visualization-tools , #data-analysis , #tableau-vs-powerbi , and more. This story was written by: @datasets . Learn more about this writer by checking @datasets's about page, and for more stories, please visit hackernoon.com . Tableau is a data analysis and visualization tool that enables users to connect, visualize and share data in an easy-to-understand and meaningful way. This article focuses on the 14 Best Tableau Datasets for Practicing Data Visualization, essential for helping you gain valuable experience.…

Data Science Tech Brief By HackerNoon

1
The Lifecycle of a Data Warehouse 8:48

1 year پیش8:48

8:48

This story was originally published on HackerNoon at: https://hackernoon.com/the-lifecycle-of-a-data-warehouse . We're about to embark on the fascinating journey of building a data warehouse, guided by our adept Data Architect. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-warehouse , #business-intelligence , #databases , #cloud-storage , #etl , #olap , #database-management , #relational-database , and more. This story was written by: @ishaanraj . Learn more about this writer by checking @ishaanraj's about page, and for more stories, please visit hackernoon.com . A data warehouse, optimized for OLAP (Online Analytical Processing), is a centralized repository for structured and processed data. Unlike traditional OLTP (Online Transaction Processing) systems, it's designed for efficient querying and reporting. The use of columnar storage in data warehouses allows for quicker data retrieval, especially beneficial for analytical queries.…

Data Science Tech Brief By HackerNoon

1
Advancing Data Quality: Exploring Data Contracts with Lyft 15:39

1 year پیش15:39

15:39

This story was originally published on HackerNoon at: https://hackernoon.com/advancing-data-quality-exploring-data-contracts-with-lyft . Keen to delve into data contracts and discover how they can enhance your data quality? Join me as we explore Lyft's Verity data contract approach together! Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-quality , #data-rel , #data-engineering , #data , #lyf , #data-observability , #verity-review , #hackernoon-top-story , #hackernoon-es , #hackernoon-hi , #hackernoon-zh , #hackernoon-fr , #hackernoon-bn , #hackernoon-ru , #hackernoon-vi , #hackernoon-pt , #hackernoon-ja , #hackernoon-de , #hackernoon-ko , #hackernoon-tr , and more. This story was written by: @bmarquie . Learn more about this writer by checking @bmarquie's about page, and for more stories, please visit hackernoon.com . In a previous post, I explored Airbnb’s strategy for enhancing data quality through incentives. Lyft is taking a distinct approach, not attempting the same thing differently, but rather focusing on different aspects of data quality. Lyft places emphasis on actively testing and validating data quality, providing both producers and consumers with the means to effectively improve and control the quality.…

Data Science Tech Brief By HackerNoon

1
Building a CI Pipeline with Databricks dbx Tool and GitLab 12:33

1 year پیش12:33

12:33

This story was originally published on HackerNoon at: https://hackernoon.com/building-a-ci-pipeline-with-databricks-dbx-tool-and-gitlab . Explore streamlined CI/CD in Databricks with Asset Bundles. Simplify deployment, eliminate complexities, and enhance workflow efficiency Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #databricks , #mlops , #ci-cd-pipelines , #gitlab-ci , #devops , #dbx , #databricks-assets , #devops-guide , and more. This story was written by: @neshom . Learn more about this writer by checking @neshom's about page, and for more stories, please visit hackernoon.com . discover how to implement a robust CI/CD pipeline using Databricks DBX and GitLab. Tailored for data engineering and science, this guide unravels CI/CD fundamentals, Databricks integration, and the pivotal role of Databricks CLI Extension (DBX). The hands-on example showcases the seamless deployment of a Databricks workflow, automating data manipulation, analysis, and testing. As we bridge CI/CD principles with Databricks workflows, you'll gain practical insights into enhancing data project efficiency and reliability. This blog serves as a comprehensive resource for those seeking to optimize their data processing workflows through the integration of cutting-edge CI/CD practices with Databricks capabilities.…

Data Science Tech Brief By HackerNoon

1
Meeting Customer Needs With User-Centric Product Development 8:36

1 year پیش8:36

8:36

This story was originally published on HackerNoon at: https://hackernoon.com/meeting-customer-needs-with-user-centric-product-development . In a nutshell, user-centric product development implies attentiveness to the client's needs. This approach puts the customer at the heart of the product Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #customer-experience , #user-centric-designing , #product-development , #product-design , #product-management , #user-centric-design , #customer-engagement , #customer-needs , and more. This story was written by: @tonythevoit . Learn more about this writer by checking @tonythevoit's about page, and for more stories, please visit hackernoon.com . Today, it has become difficult to compete with other solutions on the market if your product or service does not meet the user's expectations. Markets have become more saturated, and users now lean toward products that solve their problems and that are friendly and easy to navigate. Businesses that have adopted a user-centric approach are finding greater success through increased customer satisfaction and loyalty. Importantly, users who feel valued and heard are more likely to become loyal to the product and actively promote it.…

Data Science Tech Brief By HackerNoon

1
Is Your Data Worth the Costs? 20:29

1 year پیش20:29

20:29

This story was originally published on HackerNoon at: https://hackernoon.com/is-your-data-worth-the-costs . Data, when used strategically, can be a powerful tool for businesses to achieve their goals. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data , #data-driven , #data-hoarding , #kpis , #data-strategy , #data-governance , #user-experience , #what-is-product-value , and more. This story was written by: @liorb . Learn more about this writer by checking @liorb's about page, and for more stories, please visit hackernoon.com . Data, when used strategically, can be a powerful tool for businesses to achieve their goals. However, it is important to approach data with a clear plan and to avoid the hidden costs of data hoarding. By prioritizing relevant data, evaluating its impact on business outcomes, and continuously refining data-driven strategies, businesses can unlock the true potential of data to drive growth, improve efficiency, and achieve sustainable success.…

Data Science Tech Brief By HackerNoon

1
How to Modify the Number of Rows Fetched by SAP BusinessObjects Report 1:31

1 year پیش1:31

1:31

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-modify-the-number-of-rows-fetched-by-sap-businessobjects-report . If your BO Report exceeds the 5000 rows, you may miss out on critical data or insights. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #business-intelligence , #sap-erp , #data-analysis , #data-analytics , #data-analyst , #sap-businessobjects-report , #rows-fetched-in-sap , #sap-business-objects , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . If your BO Report exceeds the 5000 rows, you may miss out on critical data or insights.…

Data Science Tech Brief By HackerNoon

1
How to Fetch SAP Business Objects Universes Using Python 2:52

1 year پیش2:52

2:52

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-fetch-sap-business-objects-universes-using-python . With the RESTful API, developers can perform operations like fetching information about reports, universes, folders, scheduling, and other BI-related entities. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #business-intelligence , #data-analyst , #python , #rest-api , #sap , #sap-business-objects , #data-analysis , #businessobjects-restful , and more. This story was written by: @luca1iu . Learn more about this writer by checking @luca1iu's about page, and for more stories, please visit hackernoon.com . With the RESTful API, developers can perform operations like fetching information about reports, universes, folders, scheduling, and other BI-related entities.…

Data Science Tech Brief By HackerNoon

1
59 Stories To Learn About Tensorflow 17:12

1 year پیش17:12

17:12

This story was originally published on HackerNoon at: https://hackernoon.com/59-stories-to-learn-about-tensorflow . Learn everything you need to know about Tensorflow via these 59 free HackerNoon stories. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #tensorflow , #learn , #learn-tensorflow , #machine-learning , #artificial-intelligence , #python , #deep-learning , #latest-tech-stories , and more. This story was written by: @learn . Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com .…

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Data Science Tech Brief By HackerNoon « » Building CI Pipeline with Databricks Asset Bundle and GitLab

Building CI Pipeline with Databricks Asset Bundle and GitLab

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Building CI Pipeline with Databricks Asset Bundle and GitLab