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
39.3K subscribers
Machine Learning
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A Developer’s Guide to Building Scalable AI: Workflows vs Agents
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-27 |
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Read time: 38 min read
A practical guide to choosing between AI agents and workflows for production systems, covering the…
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Machine Learning
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Pipelining AI/ML Training Workloads with CUDA Streams
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Category: MACHINE LEARNING
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Date: 2025-06-26 |
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Read time: 12 min read
PyTorch Model Performance Analysis and Optimization — Part 9
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A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline
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Category: MACHINE LEARNING
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Date: 2025-06-26 |
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Read time: 16 min read
PyTorch model performance analysis and optimization — Part 8
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Hitchhiker’s Guide to RAG with ChatGPT API and LangChain
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-26 |
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Read time: 7 min read
Build a simple Python RAG pipeline using your local files as context
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Machine Learning
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Data Science: From School to Work, Part V
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Category: PROGRAMMING
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Date: 2025-06-26 |
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Read time: 18 min read
How to profile your Python project
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The Mythical Pivot Point from Buy to Build for Data Platforms
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Category: DATA ENGINEERING
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Date: 2025-06-26 |
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Read time: 10 min read
For companies with data-intensive architectures, there often comes a pivotal point where building in-house data…
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AI Agent with Multi-Session Memory
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-26 |
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Read time: 9 min read
Build from scratch using only Python & Ollama (no GPU, no APIKEY)
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Use OpenAI Whisper for Automated Trannoscriptions
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Category: LARGE LANGUAGE MODELS
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Date: 2025-06-25 |
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Read time: 8 min read
Streamline your computer interactions using OpenAI’s Whisper model
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Machine Learning
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Economic Cycle Synchronization with Dynamic Time Warping
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Category: ECONOMICS
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Date: 2025-06-25 |
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Read time: 7 min read
The case of the Eurozone
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Machine Learning
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How to Train a Chatbot Using RAG and Custom Data
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Category: LARGE LANGUAGE MODELS
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Date: 2025-06-25 |
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Read time: 6 min read
Retrieval-Augmented Generation made easy with Llama
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Machine Learning
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Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.”
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-25 |
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Read time: 11 min read
Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business…
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Data Has No Moat!
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Category: DATA SCIENCE
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Date: 2025-06-24 |
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Read time: 7 min read
Only if you ignore data quality
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Machine Learning
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Agentic AI: Implementing Long-Term Memory
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-24 |
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Read time: 11 min read
The problem and current solutions
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Machine Learning
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Why Your Next LLM Might Not Have A Tokenizer
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Category: LARGE LANGUAGE MODELS
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Date: 2025-06-24 |
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Read time: 16 min read
The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…
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Build Multi-Agent Apps with OpenAI’s Agent SDK
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-24 |
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Read time: 21 min read
Creating multi-agent apps is simple with this open-source SDK, and it can be used with…
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Machine Learning
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Reinforcement Learning from Human Feedback, Explained Simply
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Category: LARGE LANGUAGE MODELS
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Date: 2025-06-23 |
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Read time: 7 min read
The one technique that made ChatGPT so smart
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Programming, Not Prompting: A Hands-On Guide to DSPy
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-23 |
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Read time: 16 min read
A practical deep dive into declarative AI programming
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Machine Learning
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Building A Modern Dashboard with Python and Taipy
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Category: PROGRAMMING
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Date: 2025-06-23 |
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Read time: 11 min read
A guide to building a front-end data application.
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Building AI-Powered Low-Code Workflows with n8n
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-06-23 |
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Read time: 27 min read
Three powerful workflows that you can apply to your personal life or business today
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Machine Learning
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Why You Should Not Replace Blanks with 0 in Power BI
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Category: DATA ANALYSIS
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Date: 2025-06-20 |
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Read time: 7 min read
Did someone ask you to replace blank values with 0 in your reports? Maybe you…
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Understanding Application Performance with Roofline Modeling
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Category:
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Date: 2025-06-20 |
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Read time: 10 min read
A common challenge with calculating an application’s performance is that the real-world performance and theoretical…
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