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
Oxford Saïd's Director of Career Development Joy Bussell's tips on resilience in your career journey
ML Fundamentals ⚡ AI Lesson
Oxford Saïd's Director of Career Development Joy Bussell's tips on resilience in your career journey
Saïd Business School, University of Oxford Intermediate 2y ago
Categorical Cross Entropy Loss Intro 📐 - Deep Learning Beginner 👶 - Topic 077 #ai #ml
ML Fundamentals ⚡ AI Lesson
Categorical Cross Entropy Loss Intro 📐 - Deep Learning Beginner 👶 - Topic 077 #ai #ml
deeplizard Beginner 2y ago
Shaping the World of Robotics with Chelsea Finn
ML Fundamentals
Shaping the World of Robotics with Chelsea Finn
Weights & Biases Beginner 2y ago
Most Common Loss Function for Classification ❓ - Deep Learning Beginner 👶 - Topic 076 #ai
ML Fundamentals ⚡ AI Lesson
Most Common Loss Function for Classification ❓ - Deep Learning Beginner 👶 - Topic 076 #ai
deeplizard Beginner 2y ago
Visualizing Neural Network Internals
ML Fundamentals ⚡ AI Lesson
Visualizing Neural Network Internals
Sentdex Advanced 2y ago
A Deep Dive into the Online Dartmouth MEng Curriculum - February 14th
ML Fundamentals
A Deep Dive into the Online Dartmouth MEng Curriculum - February 14th
Coursera Beginner 2y ago
Flashcards: 100% FREE Learning Tool to Boost Memory Retention and Learn Data Science Faster
ML Fundamentals
Flashcards: 100% FREE Learning Tool to Boost Memory Retention and Learn Data Science Faster
365 Data Science Beginner 2y ago
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ML Fundamentals
AWS GameDay: League of Legends – How Does It Work?
AWS Developers Beginner 2y ago
Resume Checklist!
ML Fundamentals
Resume Checklist!
codebasics Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
Day in the life of a Social Finance participant
Saïd Business School, University of Oxford Intermediate 2y ago
Despliega Modelos de MACHINE LEARNING como un PROFESIONAL - MLOPS
ML Fundamentals
Despliega Modelos de MACHINE LEARNING como un PROFESIONAL - MLOPS
AlexFocus Beginner 2y ago
Embeddings - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Embeddings - EXPLAINED!
CodeEmporium Beginner 2y ago
The Dirichlet Distribution : Data Science Basics
ML Fundamentals
The Dirichlet Distribution : Data Science Basics
ritvikmath Beginner 2y ago
Top 10 Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions
ML Fundamentals
Top 10 Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions
Analytics Vidhya Advanced 2y ago
Probability Calibration For Machine Learning in Python
ML Fundamentals ⚡ AI Lesson
Probability Calibration For Machine Learning in Python
NeuralNine Beginner 2y ago
Focusing on Data Science & Less on Engineering and Dependencies | Real Python Podcast #191
ML Fundamentals
Focusing on Data Science & Less on Engineering and Dependencies | Real Python Podcast #191
Real Python Beginner 2y ago
Most useful Resume Tips for you! #coding #interviewtips
ML Fundamentals
Most useful Resume Tips for you! #coding #interviewtips
Entri Coding മലയാളം Beginner 2y ago
C++ interview Questions and Answers | C++ Interview Questions and Answers For Freshers | Edureka
ML Fundamentals
C++ interview Questions and Answers | C++ Interview Questions and Answers For Freshers | Edureka
edureka! Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
Getting Back on Grid
Sentdex Intermediate 2y ago
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ML Fundamentals ⚡ AI Lesson
How to Become a Machine Learning Engineer in 2025
365 Data Science Beginner 2y ago
Unpacking the Essence of AI Education | Sebastian Raschka, AI Staff Educator @ Lightning AI | LWD 22
ML Fundamentals ⚡ AI Lesson
Unpacking the Essence of AI Education | Sebastian Raschka, AI Staff Educator @ Lightning AI | LWD 22
Analytics Vidhya Advanced 2y ago
Most useful Resume Tips for you! #coding #interviewtips
ML Fundamentals
Most useful Resume Tips for you! #coding #interviewtips
Entri Coding മലയാളം Beginner 2y ago
Simple ideas to improve your RAG (Stanford, Google)
ML Fundamentals
Simple ideas to improve your RAG (Stanford, Google)
Discover AI Advanced 2y ago
Should you get a certificate or degree? It's all about you and your career goals. #careergoals
ML Fundamentals
Should you get a certificate or degree? It's all about you and your career goals. #careergoals
Coursera Beginner 2y ago
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ML Fundamentals
How to build domain knowledge?
codebasics Intermediate 2y ago
SeeTree: Helping offset forests’ carbon with rapid machine learning insights
ML Fundamentals
SeeTree: Helping offset forests’ carbon with rapid machine learning insights
Google Cloud Beginner 2y ago
7 Libros 📕Como ser DATA SCIENTIST en 2024 (Ciencia de Datos)
ML Fundamentals
7 Libros 📕Como ser DATA SCIENTIST en 2024 (Ciencia de Datos)
AlexFocus Beginner 2y ago
Stanford EE259 I Lenses, image sensors, image signal processing I 2023 I Lecture 20
ML Fundamentals
Stanford EE259 I Lenses, image sensors, image signal processing I 2023 I Lecture 20
Stanford Online Beginner 2y ago
Batch Normalization in neural networks - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Batch Normalization in neural networks - EXPLAINED!
CodeEmporium Advanced 2y ago
Super Bowl Prediction by a Data Scientist
ML Fundamentals
Super Bowl Prediction by a Data Scientist
ritvikmath Intermediate 2y ago
Stanford EE259 I Lidar range and direction of arrival estimation I 2023 I Lecture 18
ML Fundamentals
Stanford EE259 I Lidar range and direction of arrival estimation I 2023 I Lecture 18
Stanford Online Beginner 2y ago
AI Tools That Will Change Everything
ML Fundamentals
AI Tools That Will Change Everything
Zapier Beginner 2y ago
Pushing for Lower Loss 🔻 - Network Training Beginner Essentials 👶 - Topic 075 #ai #ml
ML Fundamentals ⚡ AI Lesson
Pushing for Lower Loss 🔻 - Network Training Beginner Essentials 👶 - Topic 075 #ai #ml
deeplizard Beginner 2y ago
Most Basic Loss Function 🔍 - Deep Learning Beginner 👶 - Topic 074 #ai #ml
ML Fundamentals ⚡ AI Lesson
Most Basic Loss Function 🔍 - Deep Learning Beginner 👶 - Topic 074 #ai #ml
deeplizard Beginner 2y ago
Network Loss Before Training 🚀 - Deep Learning Beginner 👶 - Topic 073 #ai #ml
ML Fundamentals ⚡ AI Lesson
Network Loss Before Training 🚀 - Deep Learning Beginner 👶 - Topic 073 #ai #ml
deeplizard Beginner 2y ago
Navigating Network Loss 🔄 - Prediction to Reality for Beginners 👶 - Topic 072 #ai #ml
ML Fundamentals ⚡ AI Lesson
Navigating Network Loss 🔄 - Prediction to Reality for Beginners 👶 - Topic 072 #ai #ml
deeplizard Beginner 2y ago
Take a Desk Break to Stretch and Strengthen Hamstrings with Mandy 💪
ML Fundamentals ⚡ AI Lesson
Take a Desk Break to Stretch and Strengthen Hamstrings with Mandy 💪
deeplizard Beginner 2y ago
Predicted vs True 🎯 - Loss Function Dynamics for Beginners 👶 - Topic 071 #ai #ml
ML Fundamentals ⚡ AI Lesson
Predicted vs True 🎯 - Loss Function Dynamics for Beginners 👶 - Topic 071 #ai #ml
deeplizard Beginner 2y ago
Loss Function Intro 📉 - Deep Learning Beginner 👶🧠 - Topic 070 #ai #ml
ML Fundamentals ⚡ AI Lesson
Loss Function Intro 📉 - Deep Learning Beginner 👶🧠 - Topic 070 #ai #ml
deeplizard Beginner 2y ago
Oxford Saïd's Director of Career Development Joy Bussell busts the myths of networking
ML Fundamentals
Oxford Saïd's Director of Career Development Joy Bussell busts the myths of networking
Saïd Business School, University of Oxford Intermediate 2y ago
Why Use Activation Functions ❓📏 - Unveiling Nonlinearity 🚀 - Topic 069 #ai #ml
ML Fundamentals ⚡ AI Lesson
Why Use Activation Functions ❓📏 - Unveiling Nonlinearity 🚀 - Topic 069 #ai #ml
deeplizard Beginner 2y ago
Are Activation Functions Layers ❓ - Deep Learning Beginner 👶🧠 - Topic 068 #ai #ml
ML Fundamentals ⚡ AI Lesson
Are Activation Functions Layers ❓ - Deep Learning Beginner 👶🧠 - Topic 068 #ai #ml
deeplizard Beginner 2y ago
Let's Build A Game! Coding Tutorial
ML Fundamentals
Let's Build A Game! Coding Tutorial
Entri Coding മലയാളം Beginner 2y ago
When are Activation Functions Applied 🌀❓ - Deep Learning Beginner 🧠👶 - Topic 067 #ai #ml
ML Fundamentals ⚡ AI Lesson
When are Activation Functions Applied 🌀❓ - Deep Learning Beginner 🧠👶 - Topic 067 #ai #ml
deeplizard Beginner 2y ago
Wondering if a #datascience career is right for you?  #ibm #datasciencecareers #DataScienceSalaries
ML Fundamentals
Wondering if a #datascience career is right for you? #ibm #datasciencecareers #DataScienceSalaries
Coursera Beginner 2y ago
Activation Function Example 🛠️ - Deep Learning Beginner 👶🧠 - Topic 066 #ai #ml
ML Fundamentals ⚡ AI Lesson
Activation Function Example 🛠️ - Deep Learning Beginner 👶🧠 - Topic 066 #ai #ml
deeplizard Beginner 2y ago
Desk Break Dips - Strengthen Your Upper Body with Mandy 💪
ML Fundamentals ⚡ AI Lesson
Desk Break Dips - Strengthen Your Upper Body with Mandy 💪
deeplizard Beginner 2y ago
Stanford EE259 I Photodetection principles (direct vs. coherent), lidar system arch. I 2023 I Lec 17
ML Fundamentals
Stanford EE259 I Photodetection principles (direct vs. coherent), lidar system arch. I 2023 I Lec 17
Stanford Online Beginner 2y ago
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