Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
𝐓𝐞𝐜𝐡-𝐢𝐧𝐠 𝐈𝐧𝐝𝐢𝐚 𝐭𝐨 𝐧𝐞𝐰 𝐡𝐞𝐢𝐠𝐡𝐭𝐬 𝐭𝐡𝐢𝐬 𝐑𝐞𝐩𝐮𝐛𝐥𝐢𝐜 𝐃𝐚𝐲! #republicday #technology #aivideo #trending
ML Fundamentals
𝐓𝐞𝐜𝐡-𝐢𝐧𝐠 𝐈𝐧𝐝𝐢𝐚 𝐭𝐨 𝐧𝐞𝐰 𝐡𝐞𝐢𝐠𝐡𝐭𝐬 𝐭𝐡𝐢𝐬 𝐑𝐞𝐩𝐮𝐛𝐥𝐢𝐜 𝐃𝐚𝐲! #republicday #technology #aivideo #trending
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ML Fundamentals
Introduction to JAX with Pallas
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ML Fundamentals
Research Project Idea: 1 Aspect-based Sentiment Analysis (ABSA) with Deep Learning
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ML Fundamentals
AI vs ML vs DL vs DS: What's the Difference?
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ML Fundamentals
BITS Pilani - Start a career in Computer Science - 1.24.25.
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ML Fundamentals
What Is an AI Strategist? (And What Do They Do?)
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ML Fundamentals ⚡ AI Lesson
Run Metaflow tasks inside Snowflake with Snowpark
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ML Fundamentals
The Ultimate Data Science & AI Bootcamp #shorts #codebasics #data #dataanalyst #datascience
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ML Fundamentals ⚡ AI Lesson
How Akshay Agrawal discovered Julia and Pluto notebooks
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ML Fundamentals ⚡ AI Lesson
✅ Perfect resume for every job
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ML Fundamentals
The Snakey Hexomino (unsolved Tic-Tac-Toe problem) - Numberphile
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ML Fundamentals
Master Math with Ibtisam Ahmed | The Math Hub
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ML Fundamentals ⚡ AI Lesson
Databricks Serverless SQL Warehouses
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ML Fundamentals
Career Spotlight: AI Engineer
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ML Fundamentals
One-click competitor analysis
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Solve Markov Decision Processes with the Value Iteration Algorithm - Computerphile
ML Fundamentals ⚡ AI Lesson
Solve Markov Decision Processes with the Value Iteration Algorithm - Computerphile
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ML Fundamentals
AI VS ML Engineer What Do They Do?
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ML Fundamentals
IS SQL WORTH LEARNING IN 2025?
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ML Fundamentals ⚡ AI Lesson
#275 Did Gen AI Kill NLP? with Meri Nova, Technical Founder at Break into Data
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ML Fundamentals
Ricardo LaRosa Shares His Experience in the AI Professional Program
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ML Fundamentals
Kuniaki Iwanami Shares His Experience in the AI Professional Program
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ML Fundamentals ⚡ AI Lesson
Optimizing Supply Chains with GNN
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ML Fundamentals
Activate GROKKING NOW - Performance Phase of LLMs (II)
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ML Fundamentals
Can I restart my career as a Data Analyst after a break? #shorts #data #dataanalyst #datascientist
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ML Fundamentals ⚡ AI Lesson
Finally: Grokking Solved - It's Not What You Think
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ML Fundamentals ⚡ AI Lesson
Perceptron - Explained!
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
The Frobenius Problem (and numerical semigroups) - Numberphile
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ML Fundamentals
7 Reasons NOT to Become a Machine Learning Engineer
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ML Fundamentals
Gradient Descent | Machine Learning | AI #transformers #education #generativepretrainedtransformer
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ML Fundamentals ⚡ AI Lesson
Feature Encoding 101: Prepare Data For Machine Learning
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ML Fundamentals ⚡ AI Lesson
Computer Timescales Mapped onto Human Timescales - Computerphile
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ML Fundamentals
Applications of Deep Neural Networks PyTorch Course Overview (1.1, Spring 2025)
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ML Fundamentals
Re-Platforming Your Tech Stack // Michelle Marie Conway & Andrew Baker // MLOps Podcast #281
MLOps.community Advanced 1y ago
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ML Fundamentals ⚡ AI Lesson
Heart Disease Detection in Python - Machine Learning Project
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ML Fundamentals
Hiring & Building an AI Engineering Team: Dr. Bryan Bischof
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ML Fundamentals
Implied Volatility Surfaces with Python For Options Traders
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ML Fundamentals
How is Artificial Intelligence different from Traditional Programming?
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ML Fundamentals
Generative AI Roadmap 2025 | Roadmap to Become a Generative AI Expert for Beginners
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ML Fundamentals
Introduction to Transformers | Transformers and Stable Diffusion | Lesson 2
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ML Fundamentals ⚡ AI Lesson
Beiliei Zhu Shares Her Experience in the AI Professional Program
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
Kuniaki Iwanami Shares His Experience in the AI Professional Program
Stanford Online Beginner 1y ago
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ML Fundamentals
Illinois Grainger on Coursera: Program Overview 1 15 25
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ML Fundamentals
Do you need coding to become a Data Analyst? #shorts #codebasics #data #datanalyst
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ML Fundamentals
Dartmouth Master of Engineering in Computer Engineering Course Overview V2
Coursera Beginner 1y ago
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ML Fundamentals
From Beginner to Data Scientist (Free Resources)
Jean Lee Intermediate 1y ago
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ML Fundamentals
Full Python Course in 10 Minutes: Free Learning
Jean Lee Beginner 1y ago
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