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
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Machine Learning
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From Resume to Cover Letter Using AI and LLM, with Python and Streamlit
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Category: LARGE LANGUAGE MODELS
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Date: 2025-02-05 |
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Read time: 16 min read
DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviouslyβ¦
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ML Feature Management: A Practical Evolution Guide
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Category: MACHINE LEARNING
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Date: 2025-02-04 |
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Read time: 5 min read
In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameterβ¦
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Towards Data Science is Launching as an Independent Publication
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Category:
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Date: 2025-02-03 |
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Read time: 7 min read
Since founding Towards Data Science in 2016, weβve built the largest publication on Medium withβ¦
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Show and Tell
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-02-03 |
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Read time: 18 min read
Implementing one of the earliest neural image caption generator models with PyTorch.
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Neural Networks β Intuitively and Exhaustively Explained
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Category: DATA SCIENCE
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Date: 2025-02-03 |
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Read time: 28 min read
An in-depth exploration of the most fundamental architecture in modern AI.
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How to Get Promoted as a Data Scientist
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Category: DATA SCIENCE
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Date: 2025-02-03 |
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Read time: 7 min read
Advice from a Lead Data Scientist with 2 promotions in under 2 years
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How to Find Seasonality Patterns in Time Series
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Category: DATA SCIENCE
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Date: 2025-02-03 |
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Read time: 7 min read
Using Fourier Transform to detect seasonal components
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Deep Dive into WebSockets and Their Role in Client-Server Communication
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Category:
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Date: 2025-02-03 |
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Read time: 9 min read
How WebSockets work, its tradeoffs, and how to design a real time messaging app
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A Visual Guide to How Diffusion Models Work
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Category: MACHINE LEARNING
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Date: 2025-02-06 |
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Read time: 26 min read
This article is aimed at those who want to understand exactly how diffusion models work,β¦
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Myths vs. Data: Does an Apple a Day Keep the Doctor Away?
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Category: DATA SCIENCE
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Date: 2025-02-05 |
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Read time: 10 min read
Introduction βMoney canβt buy happiness.β βYou canβt judge a book by its cover.β βAn appleβ¦
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Training Large Language Models: From TRPO to GRPO
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Category: LARGE LANGUAGE MODELS
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Date: 2025-02-05 |
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Read time: 10 min read
DeepSeek has recently made quite a buzz in the AI community, thanks to its impressiveβ¦
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Supercharge Your RAG with Multi-Agent Self-RAG
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Category: LARGE LANGUAGE MODELS
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Date: 2025-02-05 |
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Read time: 15 min read
Introduction Many of us might have tried to build a RAG application and noticed itβ¦
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Awesome Plotly with code series (Part 9): To dot, to slope or to stack?
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Category: DATA SCIENCE
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Date: 2025-02-02 |
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Read time: 14 min read
Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.
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5 Essential Tips Learned from My Data Science Journey
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Category: DATA SCIENCE
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Date: 2025-02-02 |
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Read time: 7 min read
Personal reflections on my 10-year data odyssey
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How to Make a Data Science Portfolio That Stands Out
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-02-02 |
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Read time: 9 min read
Create a data science portfolio with Cloud-flare and HUGO
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Improving Agent Systems & AI Reasoning
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Category:
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Date: 2025-02-02 |
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Read time: 11 min read
DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoningβ¦
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The Cultural Backlash Against Generative AI
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-02-01 |
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Read time: 11 min read
Whatβs making many people resent generative AI, and what impact does that have on theβ¦
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Sparse AutoEncoder: from Superposition to interpretable features
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-02-01 |
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Read time: 6 min read
Disentangle features in complex Neural Network with superpositions
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Injecting domain expertise into your AI system
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Category: ENTREPRENEURSHIP
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Date: 2025-02-01 |
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Read time: 18 min read
How to connect the dots between AI technology and real life
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DeepSeek V3: A New Contender in AI-Powered Data Science
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-02-01 |
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Read time: 12 min read
How DeepSeekβs budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,β¦
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Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm
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Category:
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Date: 2025-02-01 |
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Read time: 22 min read
Example: a customer service chatbot project
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