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
What are Mini Batches ❓ - Deep Learning Beginner 👶 - Topic 089 #ai #ml
ML Fundamentals ⚡ AI Lesson
What are Mini Batches ❓ - Deep Learning Beginner 👶 - Topic 089 #ai #ml
deeplizard Beginner 2y ago
WHY LEARN PYTHON in 2024? | Benefits of Learning Python | GeeksforGeeks
ML Fundamentals
WHY LEARN PYTHON in 2024? | Benefits of Learning Python | GeeksforGeeks
GeeksforGeeks Beginner 2y ago
Kevin Blaine talks about Stanford's Medical Statistics Program
ML Fundamentals
Kevin Blaine talks about Stanford's Medical Statistics Program
Stanford Online Beginner 2y ago
Machine Learning in 2024 – Beginner's Course
ML Fundamentals ⚡ AI Lesson
Machine Learning in 2024 – Beginner's Course
freeCodeCamp.org Beginner 2y ago
Batch Basics in Deep Learning 🧑‍🏫 - Beginner's Guide Training 📚 - Topic 088 #ai #ml
ML Fundamentals ⚡ AI Lesson
Batch Basics in Deep Learning 🧑‍🏫 - Beginner's Guide Training 📚 - Topic 088 #ai #ml
deeplizard Beginner 2y ago
WHILE LOOP: It keeps doing something over and over again until a condition you set is met..
ML Fundamentals
WHILE LOOP: It keeps doing something over and over again until a condition you set is met..
Entri Coding മലയാളം Beginner 2y ago
International Studies to Solve International Problems | M.A. in IRSS
ML Fundamentals
International Studies to Solve International Problems | M.A. in IRSS
Coursera Beginner 2y ago
FOR LOOP- A key tool in programming for repeating actions effortlessly!
ML Fundamentals
FOR LOOP- A key tool in programming for repeating actions effortlessly!
Entri Coding മലയാളം Beginner 2y ago
Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
ML Fundamentals ⚡ AI Lesson
Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
NVIDIA Developer Beginner 2y ago
How does Groq LPU work? (w/ Head of Silicon Igor Arsovski!)
ML Fundamentals ⚡ AI Lesson
How does Groq LPU work? (w/ Head of Silicon Igor Arsovski!)
The AI Epiphany Beginner 2y ago
We’re already using AI more than we realize
ML Fundamentals
We’re already using AI more than we realize
Vox Beginner 2y ago
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
ML Fundamentals
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
edureka! Beginner 2y ago
The Good, Bad, and Ugly aspects of a Data Analyst Career!
ML Fundamentals
The Good, Bad, and Ugly aspects of a Data Analyst Career!
codebasics Intermediate 2y ago
Aprende MLOPS con este PROYECTO COMPLETO de MACHINE LEARNING!! (Código inside)
ML Fundamentals
Aprende MLOPS con este PROYECTO COMPLETO de MACHINE LEARNING!! (Código inside)
AlexFocus Beginner 2y ago
I Used Data Science to Buy the Dip
ML Fundamentals
I Used Data Science to Buy the Dip
ritvikmath Beginner 2y ago
Explain Machine Learning Models with SHAP in Python
ML Fundamentals ⚡ AI Lesson
Explain Machine Learning Models with SHAP in Python
NeuralNine Beginner 2y ago
mixtral 2x7b Quantized 2 K prompt on machine learning
ML Fundamentals
mixtral 2x7b Quantized 2 K prompt on machine learning
Patrick Devaney Beginner 2y ago
Wonder what #vr learning is really like?
ML Fundamentals
Wonder what #vr learning is really like?
Coursera Beginner 2y ago
Difference between Underfitting and Overfitting
ML Fundamentals
Difference between Underfitting and Overfitting
Analytics Vidhya Beginner 2y ago
Millions of Jobs Lost, But These 5 Are Skyrocketing
ML Fundamentals
Millions of Jobs Lost, But These 5 Are Skyrocketing
Jean Lee Beginner 2y ago
What is Deep Learning (in 5 Minutes) | Course Playlist
ML Fundamentals ⚡ AI Lesson
What is Deep Learning (in 5 Minutes) | Course Playlist
Analytics Vidhya Beginner 2y ago
t-distributed Stochastic Neighbor Embedding (t-SNE) | Dimensionality Reduction Techniques  (4/5)
ML Fundamentals ⚡ AI Lesson
t-distributed Stochastic Neighbor Embedding (t-SNE) | Dimensionality Reduction Techniques (4/5)
DeepFindr Beginner 2y ago
9 Unguided data projects for your Resume!
ML Fundamentals
9 Unguided data projects for your Resume!
codebasics Beginner 2y ago
Machine Learning Model Explainability with LIME in Python
ML Fundamentals ⚡ AI Lesson
Machine Learning Model Explainability with LIME in Python
NeuralNine Beginner 2y ago
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
Shaping the World of Robotics with Chelsea Finn
ML Fundamentals
Shaping the World of Robotics with Chelsea Finn
Weights & Biases Beginner 2y ago
Visualizing Neural Network Internals
ML Fundamentals ⚡ AI Lesson
Visualizing Neural Network Internals
Sentdex Advanced 2y ago
ASK A PROGRAMMER - Rapid Fire 1
ML Fundamentals
ASK A PROGRAMMER - Rapid Fire 1
Entri Coding മലയാളം Beginner 2y ago
ASK A PROGRAMMER- Rapid fire Part 2
ML Fundamentals
ASK A PROGRAMMER- Rapid fire Part 2
Entri Coding മലയാളം Beginner 2y ago
Why is it called Gradient Descent? ❓📉 - Deep Learning Beginner 👶 - Topic 087 #ai #ml
ML Fundamentals ⚡ AI Lesson
Why is it called Gradient Descent? ❓📉 - Deep Learning Beginner 👶 - Topic 087 #ai #ml
deeplizard Beginner 2y ago
Optimizing the Weights 🧭 - Essentials of Backpropagation 🔄 - Topic 086 #ai #ml
ML Fundamentals ⚡ AI Lesson
Optimizing the Weights 🧭 - Essentials of Backpropagation 🔄 - Topic 086 #ai #ml
deeplizard Beginner 2y ago
Gradient Descent in Action 📈 - Derivative of the Loss 🔄 - Topic 085 #ai #ml
ML Fundamentals ⚡ AI Lesson
Gradient Descent in Action 📈 - Derivative of the Loss 🔄 - Topic 085 #ai #ml
deeplizard Beginner 2y ago
Forward Pass Explained 🔍 - Neural Network Calculus 🧮 - Topic 084 #ai #ml
ML Fundamentals ⚡ AI Lesson
Forward Pass Explained 🔍 - Neural Network Calculus 🧮 - Topic 084 #ai #ml
deeplizard Beginner 2y ago
Benefits of Lifting Heavy - Overhead Press with Mandy 💪
ML Fundamentals ⚡ AI Lesson
Benefits of Lifting Heavy - Overhead Press with Mandy 💪
deeplizard Beginner 2y ago
Weights & Losses 🏋️ - Gradient Descent Optimization 🔄 - Topic 083 #ai #ml
ML Fundamentals ⚡ AI Lesson
Weights & Losses 🏋️ - Gradient Descent Optimization 🔄 - Topic 083 #ai #ml
deeplizard Beginner 2y ago
Weight Updates for Lower Loss 📉 - Deep Learning Beginner 👶 - Topic 082 #ai #ml
ML Fundamentals ⚡ AI Lesson
Weight Updates for Lower Loss 📉 - Deep Learning Beginner 👶 - Topic 082 #ai #ml
deeplizard Beginner 2y ago
BSc Business Administration: Submitting a complete application and registering for the degree
ML Fundamentals
BSc Business Administration: Submitting a complete application and registering for the degree
Coursera Intermediate 2y ago
TIPS FOR A SUCCESSFUL JOB INTERVIEW
ML Fundamentals
TIPS FOR A SUCCESSFUL JOB INTERVIEW
Entri Coding മലയാളം Beginner 2y ago
Minimizing the Loss 📉 - Deep Learning Beginner 👶 - Topic 081 #ai #ml
ML Fundamentals ⚡ AI Lesson
Minimizing the Loss 📉 - Deep Learning Beginner 👶 - Topic 081 #ai #ml
deeplizard Beginner 2y ago
Loss Function Output 📉 - Refining Neural Precision 🛠️ - Topic 080 #ai #ml
ML Fundamentals ⚡ AI Lesson
Loss Function Output 📉 - Refining Neural Precision 🛠️ - Topic 080 #ai #ml
deeplizard Beginner 2y ago
Chrome Extensions for Developers
ML Fundamentals
Chrome Extensions for Developers
Entri Coding മലയാളം Beginner 2y ago
Insights into Loss Functions 🔧 - Bridging the Gap 🌉 - Topic 079 #ai #ml
ML Fundamentals ⚡ AI Lesson
Insights into Loss Functions 🔧 - Bridging the Gap 🌉 - Topic 079 #ai #ml
deeplizard Beginner 2y ago
Categorical Cross Entropy Loss (Part 2) 🌟 -  Deep Learning Beginner 👶 - Topic 078 #ai #ml
ML Fundamentals ⚡ AI Lesson
Categorical Cross Entropy Loss (Part 2) 🌟 - Deep Learning Beginner 👶 - Topic 078 #ai #ml
deeplizard Beginner 2y ago
Top 10 Deep Learning Interview Questions and Answers - Part2
ML Fundamentals
Top 10 Deep Learning Interview Questions and Answers - Part2
Analytics Vidhya Intermediate 2y ago
Plate Raises for Better Posture & Strength with Mandy 🍽️🙋‍♀️💪
ML Fundamentals ⚡ AI Lesson
Plate Raises for Better Posture & Strength with Mandy 🍽️🙋‍♀️💪
deeplizard Beginner 2y ago
Pursuing his childhood dream of becoming a video game developer
ML Fundamentals
Pursuing his childhood dream of becoming a video game developer
Coursera Beginner 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
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
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Secure AI Systems Across Lifecycle Stages
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Self-paced
Secure AI Systems Across Lifecycle Stages
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Spatial Analysis, 3D Data & Machine Learning
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Self-paced
Spatial Analysis, 3D Data & Machine Learning
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Hyperparameter Tuning with Keras Tuner
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Self-paced
Hyperparameter Tuning with Keras Tuner
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Deploying Deep Learning: Quantization, Serving, and Edge AI
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Self-paced
Deploying Deep Learning: Quantization, Serving, and Edge AI
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Data Science: Tus Primeros Pasos con Python
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Self-paced
Data Science: Tus Primeros Pasos con Python
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Titanic Survival Prediction Using Machine Learning
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Titanic Survival Prediction Using Machine Learning
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