Machine Learning
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Real Machine Learning β simple, practical, and built on experience.
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Machine Learning
39.4K subscribers
Machine Learning
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Can AI Agents Do Your Day-to-Day Tasks on Apps?
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Category: LARGE LANGUAGE MODELS
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Date: 2024-07-28 |
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Read time: 9 min read
Benchmarking coding agents in a world of apps and people
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Reinforcement Learning for Physical Dynamical Systems: An Alternative Approach
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Category: MACHINE LEARNING
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Date: 2024-07-28 |
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Read time: 17 min read
Reintroducing genetic algorithms and comparing to neural networks
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I found a hidden gem in Matplotlibβs library: Packed Bubble Charts in Python
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Category: DATA SCIENCE
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Date: 2024-07-28 |
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Read time: 7 min read
Ever wished to design those beautiful Tableau based packed bubble charts? Follow along for aβ¦
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How Data Engineering Evolved since 2014
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Category: DATA ENGINEERING
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Date: 2024-07-27 |
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Read time: 14 min read
Top trends to help your data pipelines scale with ease
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How To Ace Data Science Interviews
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-27 |
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Read time: 8 min read
Increase your chances of landing that first data role
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Radical Simplicity in Data Engineering
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Category: DATA ENGINEERING
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Date: 2024-07-26 |
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Read time: 7 min read
Learn from Software Engineers and Discover the Joy of βWorse is Betterβ Thinking
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What We Still Donβt Understand About Machine Learning
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Category: DATA SCIENCE
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Date: 2024-07-26 |
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Read time: 13 min read
Machine Learning unknowns that researchers struggle to understand β from Batch Norm to what SGDβ¦
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Machine Learning
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What We Still Donβt Understand About Machine Learning
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Category: DATA SCIENCE
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Date: 2024-07-26 |
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Read time: 1 min read
Machine Learning unknowns that researchers struggle to understand β from Batch Norm to what SGDβ¦
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Python Concurrency β A Brain-Friendly Guide for Data Professionals
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Category: DATA ENGINEERING
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Date: 2024-07-26 |
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Read time: 9 min read
Moving data around can be slow. Hereβs how you can squeeze every bit of performanceβ¦
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Navigating the Latest GenAI Model Announcements β July 2024
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-26 |
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Read time: 8 min read
A comprehensive guide to new models GPT4o-mini, Llama 3.1, Mistral NeMo 12B and other GenAIβ¦
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AI Models Have an Expiry Date β Continual Learning May Be an Answer
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Category: LARGE LANGUAGE MODELS
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Date: 2024-07-26 |
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Read time: 9 min read
Why, in a world where the only constant is change, we need a Continual Learningβ¦
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9.11 or 9.9 β which one is higher?
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-25 |
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Read time: 5 min read
Evaluating the uncertainty and brittleness in LLM prompts
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Applied Python Chronicles: A Gentle Intro to Pydantic
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Category: DATA SCIENCE
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Date: 2024-07-25 |
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Read time: 13 min read
Whether you are a Data Engineer, Machine Learning Engineer or Web developer, you ought toβ¦
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What Exactly Is an βEvalβ and Why Should Product Managers Care?
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Category: PRODUCT MANAGEMENT
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Date: 2024-07-25 |
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Read time: 11 min read
How to stop worrying and love the data
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How to Approach Complex Data Science Topics as a Beginner
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Category: DATA SCIENCE
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Date: 2024-07-25 |
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Read time: 4 min read
Our weekly selection of must-read Editorsβ Picks and original features
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How to Build a Streaming Agent with Burr, FastAPI, and React
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Category:
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Date: 2024-07-25 |
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Read time: 14 min read
An overview of how to leverage streaming using open source tools applied to building aβ¦
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Document Parsing Using Large Language Models β With Code
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-25 |
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Read time: 17 min read
You will not think about using Regular Expressions anymore.
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Unit Disk and 2D Bounded KDE
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Category: DATA SCIENCE
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Date: 2024-07-25 |
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Read time: 14 min read
0. Introduction MonteCarlo Integration Numerical methods become essential when closed-form solutions for integrals are unavailable.β¦
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Handling Hierarchies in Dimensional Modeling
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Category: DATA ENGINEERING
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Date: 2024-07-24 |
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Read time: 16 min read
Hierarchies play a crucial role in dimensional modeling for Data Warehouses. See my recommendations onβ¦
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Improving RAG Answer Quality Through Complex Reasoning
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-24 |
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Read time: 31 min read
Showcasing the process for building a multi-hop retrieval system using DSPy and Indexify
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