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
39.2K subscribers
Machine Learning
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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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Building a PubMed Dataset
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Category: DATA ENGINEERING
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Date: 2024-10-31 |
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Read time: 6 min read
Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research
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Beyond Skills: Unlocking the Full Potential of Data Scientists
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Category: DATA SCIENCE
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Date: 2024-10-30 |
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Read time: 21 min read
Unlock the hidden value of data scientists by empowering them beyond technical tasks to driveβ¦
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How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent
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Category: AGENTIC AI
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Date: 2025-09-22 |
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Read time: 22 min read
From prompt to strategic decision-making: MCP-powered agents for cost-efficient, reliable and sustainable supply chain networkβ¦
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5 Techniques to Prevent Hallucinations in Your RAG Question Answering
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Category: LARGE LANGUAGE MODELS
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Date: 2025-09-23 |
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Read time: 7 min read
Learn how to reduce the number of hallucinations, and the impact they have
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Running Large Language Models Privately
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Category: LARGE LANGUAGE MODELS
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Date: 2024-10-30 |
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Read time: 18 min read
A comparison of frameworks, models, and costs
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Demystifying Azure Storage Account network access
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Category: DATA ENGINEERING
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Date: 2024-10-30 |
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Read time: 8 min read
Service Endpoints and Private Endpoints Hands-On: Including Azure Backbone, Storage Account Firewall, DNS, VNET andβ¦
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Computer Use and AI Agents: A New Paradigm for Screen Interaction
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-30 |
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Read time: 8 min read
Exploring the future of multimodal AI Agents and the Impact of Screen Interaction
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How to Make Proximity Maps with Python
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Category: DATA VISUALIZATION
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Date: 2024-10-30 |
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Read time: 12 min read
Geopyβs great circle method
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ARIMA: A Model to Predict Time Series Data
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Category: MACHINE LEARNING
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Date: 2024-10-30 |
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Read time: 17 min read
Learn how ARIMA models work and how to implement them in Python for accurate predictions
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Ensemble Learning for Anomaly Detection
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Category:
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Date: 2024-10-30 |
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Read time: 7 min read
A dive into the isolation forest model to detect anomalies in time-series data.
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