Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.
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Machine Learning
39.1K subscribers
Machine Learning
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Creating and Deploying an MCP Server from Scratch
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Category:
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Date: 2025-09-22 |
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Read time: 6 min read
A step-by-step guide for putting an MCP server online in minutes
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Integrating DataHub into Jira: A Practical Guide Using DataHub Actions
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Category: DATA SCIENCE
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Date: 2025-09-22 |
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Read time: 7 min read
A walkthrough of how to integrate metadata changes in DataHub into Jira workflows using theβ¦
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The Bias Variance Tradeoff and How it Shapes The LLMs of Today
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-11-02 |
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Read time: 7 min read
What makes chatGPT so good? What are the architectural assumptions behind the success and pitfallsβ¦
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Should you learn how to code in the next decade?
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-11-02 |
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Read time: 7 min read
Or will AI eat up all the software in the world?
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A Simple Example Using PCA for Outlier Detection
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Category:
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Date: 2024-11-02 |
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Read time: 24 min read
Improve accuracy, speed, and memory usage by performing PCA transformation before outlier detection
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MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-11-02 |
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Read time: 10 min read
The popular foundation time-series model just got an update!
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Unsupervised LLM Evaluations
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Category: MACHINE LEARNING
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Date: 2024-11-02 |
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Read time: 14 min read
Practitioners guide to judging outputs of large language models
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Unpopular Opinion: Itβs Harder Than Ever to Be a Good Data Scientist
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Category: DATA SCIENCE
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Date: 2024-11-01 |
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Read time: 32 min read
What working as a data scientist at various companies and industries over the past 6+β¦
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Choosing and Implementing Hugging Face Models
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Category: MACHINE LEARNING
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Date: 2024-11-01 |
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Read time: 10 min read
Pulling pre-trained models out of the box for your use case
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Multimodal AI Search for Business Applications
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-11-01 |
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Read time: 19 min read
Enabling businesses to extract real value from their data
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Build and Deploy a Multi-File RAG App to the Web
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Category: DATA SCIENCE
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Date: 2024-11-01 |
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Read time: 10 min read
Part 2 β Deploying to the web using Hugging Face Spaces
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On the Programmability of AWS Trainium and Inferentia
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-11-01 |
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Read time: 14 min read
Accelerating AI/ML Model Training with Custom Operators β Part 4
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Awesome Plotly with Code Series (Part 3): Highlighting Bars in the Long Tails
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Category: DATA SCIENCE
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Date: 2024-11-01 |
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Read time: 7 min read
Who said that the longer tails are not important? Letβs give them a proper wayβ¦
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TIME-MOE: Billion-Scale Time Series Foundation Model with Mixture-of-Experts
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-31 |
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Read time: 9 min read
And open-source as well!
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Game Theory, Part 2 β Nice Guys Finished First
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Category: DATA SCIENCE
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Date: 2024-10-31 |
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Read time: 8 min read
Iterated Prisonerβs Dilemma Shows Nice Guys Can Finish First
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The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence?
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-31 |
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Read time: 15 min read
Exploring the limits of artificial intelligence: why mastering patterns may not equal genuine reasoning
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How I Improved My Productivity as a Data Scientist with Two Small Habits
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Category: DATA SCIENCE
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Date: 2024-10-31 |
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Read time: 8 min read
How to incorporate these habits into your daily routine
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LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads
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Category: DATA SCIENCE
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Date: 2024-10-31 |
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Read time: 4 min read
The stories that resonated the most with our community in the past month
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How To Specialize In Data Science / Machine Learning
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-31 |
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Read time: 8 min read
Is it better to be a generalist or specialist?
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Les Miserables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library
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Category: DATA SCIENCE
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Date: 2024-10-31 |
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Read time: 16 min read
Build a Marimo notebook using NetworkX Python library, uncovering the hidden structures in Victor Hugoβsβ¦
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Minimum Viable MLE
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Category: DATA SCIENCE
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Date: 2024-10-31 |
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Read time: 8 min read
Building a minimal production-ready sentiment analysis model
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