Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,184
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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
AI vs ML vs DL vs DS: What's the Difference?
ML Fundamentals
AI vs ML vs DL vs DS: What's the Difference?
GeeksforGeeks Beginner 1y ago
BITS Pilani - Start a career in Computer Science - 1.24.25.
ML Fundamentals
BITS Pilani - Start a career in Computer Science - 1.24.25.
Coursera Beginner 1y ago
What Is an AI Strategist? (And What Do They Do?)
ML Fundamentals
What Is an AI Strategist? (And What Do They Do?)
365 Data Science Beginner 1y ago
Heriot-Watt University MSc Computer Science Admissions Webinar 1.23.25.
ML Fundamentals
Heriot-Watt University MSc Computer Science Admissions Webinar 1.23.25.
Coursera Beginner 1y ago
Process data from Snowflake in real-time on Outerbounds
ML Fundamentals โšก AI Lesson
Process data from Snowflake in real-time on Outerbounds
Outerbounds Intermediate 1y ago
Access data securely from Snowflake on Outerbounds
ML Fundamentals โšก AI Lesson
Access data securely from Snowflake on Outerbounds
Outerbounds Intermediate 1y ago
AI is Coming for Your Toaster
ML Fundamentals โšก AI Lesson
AI is Coming for Your Toaster
MLOps.community Advanced 1y ago
Convolution Step-by-Step ๐Ÿ“ˆ - AI Model Training Insight - Topic 245 #ai #ml
ML Fundamentals โšก AI Lesson
Convolution Step-by-Step ๐Ÿ“ˆ - AI Model Training Insight - Topic 245 #ai #ml
deeplizard Beginner 1y ago
The Ultimate Data Science & AI Bootcamp #shorts #codebasics #data #dataanalyst #datascience
ML Fundamentals
The Ultimate Data Science & AI Bootcamp #shorts #codebasics #data #dataanalyst #datascience
codebasics Beginner 1y ago
Rohan Jain - Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight
ML Fundamentals
Rohan Jain - Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight
Cohere Advanced 1y ago
Skyflow CEO on Data Privacy with Databricks at AWS re:Invent
ML Fundamentals โšก AI Lesson
Skyflow CEO on Data Privacy with Databricks at AWS re:Invent
Databricks Beginner 1y ago
How Akshay Agrawal discovered Julia and Pluto notebooks
ML Fundamentals โšก AI Lesson
How Akshay Agrawal discovered Julia and Pluto notebooks
Weights & Biases Beginner 1y ago
Matrix Operations for Data Science with Hands-On Project
ML Fundamentals โšก AI Lesson
Matrix Operations for Data Science with Hands-On Project
Analytics Vidhya Beginner 1y ago
Fraud Detection with Graphs
ML Fundamentals โšก AI Lesson
Fraud Detection with Graphs
Data Skeptic Beginner 1y ago
Quicksort Algorithm in Five Lines of Code! - Computerphile
ML Fundamentals โšก AI Lesson
Quicksort Algorithm in Five Lines of Code! - Computerphile
Computerphile Intermediate 1y ago
โœ… Perfect resume for every job
ML Fundamentals โšก AI Lesson
โœ… Perfect resume for every job
Harshit Tyagi Intermediate 1y ago
5 Awesome Machine Learning Project Ideas For Your Resume
ML Fundamentals โšก AI Lesson
5 Awesome Machine Learning Project Ideas For Your Resume
NeuralNine Beginner 1y ago
The Snakey Hexomino (unsolved Tic-Tac-Toe problem) - Numberphile
ML Fundamentals
The Snakey Hexomino (unsolved Tic-Tac-Toe problem) - Numberphile
Numberphile Beginner 1y ago
Exploring Convolution Operations ๐Ÿ” - Deep Learning Visualization - Topic 244 #ai #ml
ML Fundamentals โšก AI Lesson
Exploring Convolution Operations ๐Ÿ” - Deep Learning Visualization - Topic 244 #ai #ml
deeplizard Beginner 1y ago
How to become a Data Scientist in 2025
ML Fundamentals
How to become a Data Scientist in 2025
Sahil & Sarra Beginner 1y ago
Databricks Serverless SQL Warehouses
ML Fundamentals โšก AI Lesson
Databricks Serverless SQL Warehouses
Databricks Beginner 1y ago
Linear Algebra Basics & Vector Operations: Essential Guide for Data Science
ML Fundamentals
Linear Algebra Basics & Vector Operations: Essential Guide for Data Science
Analytics Vidhya Beginner 1y ago
One-click competitor analysis
ML Fundamentals
One-click competitor analysis
Harshit Tyagi Intermediate 1y ago
Solve Markov Decision Processes with the Value Iteration Algorithm - Computerphile
ML Fundamentals โšก AI Lesson
Solve Markov Decision Processes with the Value Iteration Algorithm - Computerphile
Computerphile Beginner 1y ago
AI VS ML Engineer What Do They Do?
ML Fundamentals
AI VS ML Engineer What Do They Do?
Jean Lee Beginner 1y ago
IS SQL WORTH LEARNING IN 2025?
ML Fundamentals
IS SQL WORTH LEARNING IN 2025?
Manish Sharma Beginner 1y ago
Simplifying Mathematics Behind AI | Machine Learning | Community Webinar
ML Fundamentals โšก AI Lesson
Simplifying Mathematics Behind AI | Machine Learning | Community Webinar
Data Science Dojo Beginner 1y ago
Ricardo LaRosa Shares His Experience in the AI Professional Program
ML Fundamentals
Ricardo LaRosa Shares His Experience in the AI Professional Program
Stanford Online Beginner 1y ago
Kuniaki Iwanami Shares His Experience in the AI Professional Program
ML Fundamentals
Kuniaki Iwanami Shares His Experience in the AI Professional Program
Stanford Online Beginner 1y ago
How to set up W&B Slack alerts on dedicated cloud deployment
ML Fundamentals
How to set up W&B Slack alerts on dedicated cloud deployment
Weights & Biases Beginner 1y ago
Full Machine Learning Project: Train & Deploy a Pneumonia Classifier in PyTorch
ML Fundamentals โšก AI Lesson
Full Machine Learning Project: Train & Deploy a Pneumonia Classifier in PyTorch
NeuralNine Beginner 1y ago
Optimizing Supply Chains with GNN
ML Fundamentals โšก AI Lesson
Optimizing Supply Chains with GNN
Data Skeptic Beginner 1y ago
Activate GROKKING NOW - Performance Phase of LLMs (II)
ML Fundamentals
Activate GROKKING NOW - Performance Phase of LLMs (II)
Discover AI Advanced 1y ago
Can I restart my career as a Data Analyst after a break? #shorts #data #dataanalyst #datascientist
ML Fundamentals
Can I restart my career as a Data Analyst after a break? #shorts #data #dataanalyst #datascientist
codebasics Beginner 1y ago
How To Learn Machine Learning: AI Powered Study Plan
ML Fundamentals
How To Learn Machine Learning: AI Powered Study Plan
Jean Lee Beginner 1y ago
Finally: Grokking Solved - It's Not What You Think
ML Fundamentals โšก AI Lesson
Finally: Grokking Solved - It's Not What You Think
Discover AI Beginner 1y ago
Perceptron - Explained!
ML Fundamentals โšก AI Lesson
Perceptron - Explained!
CodeEmporium Beginner 1y ago
These Four Calculus Rules are Actually All the Same.
ML Fundamentals
These Four Calculus Rules are Actually All the Same.
ritvikmath Beginner 1y ago
Run Metaflow tasks inside Snowflake with Snowpark
ML Fundamentals โšก AI Lesson
Run Metaflow tasks inside Snowflake with Snowpark
Outerbounds Intermediate 1y ago
Career Spotlight: AI Engineer
ML Fundamentals
Career Spotlight: AI Engineer
Coursera Intermediate 1y ago
Convolutional Neural Network Demo ๐Ÿ–ฅ๏ธ - Understanding Convolutions in AI - Topic 243 #ai #ml
ML Fundamentals โšก AI Lesson
Convolutional Neural Network Demo ๐Ÿ–ฅ๏ธ - Understanding Convolutions in AI - Topic 243 #ai #ml
deeplizard Beginner 1y ago
Beiliei Zhu Shares Her Experience in the AI Professional Program
ML Fundamentals โšก AI Lesson
Beiliei Zhu Shares Her Experience in the AI Professional Program
Stanford Online Beginner 1y ago
Beiliei Zhu Shares Her Experience in the AI Professional Program
ML Fundamentals โšก AI Lesson
Beiliei Zhu Shares Her Experience in the AI Professional Program
Stanford Online Beginner 1y ago
Kuniaki Iwanami Shares His Experience in the AI Professional Program
ML Fundamentals
Kuniaki Iwanami Shares His Experience in the AI Professional Program
Stanford Online Beginner 1y ago
Illinois Grainger on Coursera: Program Overview 1 15 25
ML Fundamentals
Illinois Grainger on Coursera: Program Overview 1 15 25
Coursera Beginner 1y ago
Verana Health Data Curation and Innovation with Databricks and AWS
ML Fundamentals โšก AI Lesson
Verana Health Data Curation and Innovation with Databricks and AWS
Databricks Beginner 1y ago
Linking artifact to W&B registry using org-level service accounts
ML Fundamentals โšก AI Lesson
Linking artifact to W&B registry using org-level service accounts
Weights & Biases Beginner 1y ago
Sophisticated Pattern Recognition in CNNs ๐Ÿง - Beyond Simple Edges ๐Ÿ”ฎ - Topic 242 #ai #ml
ML Fundamentals โšก AI Lesson
Sophisticated Pattern Recognition in CNNs ๐Ÿง - Beyond Simple Edges ๐Ÿ”ฎ - Topic 242 #ai #ml
deeplizard Beginner 1y ago
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Develop Clustering Models with Azure ML Designer
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