<![CDATA[Stories by John Vastola on Medium]]> https://medium.com/@johnvastola?source=rss-f246c840752------2 https://cdn-images-1.medium.com/fit/c/150/150/1*-Rwj8kAMmd3fmOh_-WOeBw.png Stories by John Vastola on Medium https://medium.com/@johnvastola?source=rss-f246c840752------2 Medium Sun, 15 Nov 2026 11:29:20 GMT <![CDATA[Beyond the Hype: The Real-World Impact of Generative AI in 2025]]>

Generative AI has moved beyond theoretical discussions and futuristic speculation. In 2025, it is actively shaping industries, influencing…

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]]> https://johnvastola.medium.com/beyond-the-hype-the-real-world-impact-of-generative-ai-in-2025-216aee9c01f4?source=rss-f246c840752------2 https://medium.com/p/216aee9c01f4 Wed, 05 Feb 2025 17:52:20 GMT 2025-02-05T17:52:20.401Z <![CDATA[Goal-Oriented Action Planning: The Future of AI and VR]]>

Artificial intelligence and virtual reality are evolving at a breathtaking pace, and their integration is transforming industries, from…

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]]> https://johnvastola.medium.com/goal-oriented-action-planning-the-future-of-ai-and-vr-f0e9c59cb370?source=rss-f246c840752------2 https://medium.com/p/f0e9c59cb370 Sat, 07 Sep 2024 23:51:13 GMT 2024-09-07T23:51:13.808Z <![CDATA[No One Should Use Hadoop]]>

The Elephant Graveyard of Big Data

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]]> https://johnvastola.medium.com/no-one-should-use-hadoop-baa29dbcb8c5?source=rss-f246c840752------2 https://medium.com/p/baa29dbcb8c5 Tue, 09 Apr 2024 00:14:02 GMT 2024-04-09T00:14:02.855Z <![CDATA[101 DATA SCIENCE with Cheat Sheets]]>

(ML, DL, Scraping, Python, R, SQL, Maths & Statistics)

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]]> https://levelup.gitconnected.com/101-data-science-with-cheat-sheets-8848f7bc0d37?source=rss-f246c840752------2 https://medium.com/p/8848f7bc0d37 Wed, 03 Apr 2024 18:41:43 GMT 2024-04-09T16:15:02.811Z <![CDATA[A complete guide to using environment variables and files with Docker and Compose]]>

Environment variables and files play a crucial role in configuring and managing applications running inside Docker containers. They allow…

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]]> https://johnvastola.medium.com/a-complete-guide-to-using-environment-variables-and-files-with-docker-and-compose-8424471674a?source=rss-f246c840752------2 https://medium.com/p/8424471674a Tue, 26 Mar 2024 19:08:06 GMT 2024-03-26T19:08:06.133Z <![CDATA[6 Habits to Include in Your Daily Routine for a Long, Happy Career as a Data Scientist]]>

Data science has emerged as one of the most exciting and in-demand fields in recent years. With the exponential growth of data and the…

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]]> https://johnvastola.medium.com/6-habits-to-include-in-your-daily-routine-for-a-long-happy-career-as-a-data-scientist-6a2e36b0d849?source=rss-f246c840752------2 https://medium.com/p/6a2e36b0d849 Thu, 21 Mar 2024 17:51:58 GMT 2024-03-21T17:52:09.316Z <![CDATA[TensorFlow or PyTorch: Which is Right for Me?]]>

When it comes to deep learning frameworks, two of the most popular choices are TensorFlow and PyTorch. Both are powerful open-source…

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]]> https://levelup.gitconnected.com/tensorflow-or-pytorch-which-is-right-for-me-bd346369526c?source=rss-f246c840752------2 https://medium.com/p/bd346369526c Fri, 15 Mar 2024 13:52:12 GMT 2024-03-28T12:13:03.761Z <![CDATA[Your Dataset Is Imbalanced? Do Nothing!]]>

In the world of machine learning, we often encounter datasets that are imbalanced, meaning that some classes have significantly more…

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]]> https://johnvastola.medium.com/your-dataset-is-imbalanced-do-nothing-95cf86dec1bc?source=rss-f246c840752------2 https://medium.com/p/95cf86dec1bc Wed, 13 Mar 2024 12:46:31 GMT 2024-03-13T12:46:31.766Z <![CDATA[Data Scientists Need to Know Just One Statistical Test]]>

As a data scientist, you’re expected to have a wide range of skills and knowledge, from programming and machine learning to data…

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]]> https://johnvastola.medium.com/data-scientists-need-to-know-just-one-statistical-test-b323aee1689d?source=rss-f246c840752------2 https://medium.com/p/b323aee1689d Tue, 12 Mar 2024 14:22:10 GMT 2024-03-12T14:22:10.952Z <![CDATA[How to use Bayesian Inference for predictions in Python.md]]>

Bayesian inference is a powerful statistical approach that allows you to update your beliefs about a hypothesis as new evidence becomes…

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]]> https://johnvastola.medium.com/how-to-use-bayesian-inference-for-predictions-in-python-md-c92edb284e4d?source=rss-f246c840752------2 https://medium.com/p/c92edb284e4d Mon, 11 Mar 2024 12:47:37 GMT 2024-03-11T12:47:37.006Z