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
DataCamp Recruit: A better way to hire data professionals
ML Fundamentals ⚡ AI Lesson
DataCamp Recruit: A better way to hire data professionals
DataCamp Beginner 3y ago
Machine Learning Classification with Python....BUT AUTOMATED?!
ML Fundamentals
Machine Learning Classification with Python....BUT AUTOMATED?!
Nicholas Renotte Beginner 3y ago
Build ML models using SageMaker Studio Notebooks - AWS Virtual Workshop
ML Fundamentals ⚡ AI Lesson
Build ML models using SageMaker Studio Notebooks - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Where to find data for data science projetcs? #datascience #datasciencecareer
ML Fundamentals ⚡ AI Lesson
Where to find data for data science projetcs? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
Building the Gradient Descent Algorithm in 15 Minutes | Coding Challenge
ML Fundamentals
Building the Gradient Descent Algorithm in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Smart Manufacturing in the Cloud - AWS Online Tech Talks
ML Fundamentals
Smart Manufacturing in the Cloud - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Stable diffusion dreams of steampunk brains
ML Fundamentals ⚡ AI Lesson
Stable diffusion dreams of steampunk brains
Andrej Karpathy Intermediate 3y ago
Day 11-Advance NLP Series-Bidirectional LSTM Intuition And Implementation Deep Learning|Krish Naik
ML Fundamentals
Day 11-Advance NLP Series-Bidirectional LSTM Intuition And Implementation Deep Learning|Krish Naik
Krish Naik Beginner 3y ago
Data science or data engineering - which is best for you? #datascience #datasciencecareer
ML Fundamentals ⚡ AI Lesson
Data science or data engineering - which is best for you? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
NLP Intro For Text - Sentiment Analysis With Deep Learning - Course Overview
ML Fundamentals ⚡ AI Lesson
NLP Intro For Text - Sentiment Analysis With Deep Learning - Course Overview
deeplizard Beginner 3y ago
The spelled-out intro to neural networks and backpropagation: building micrograd
ML Fundamentals ⚡ AI Lesson
The spelled-out intro to neural networks and backpropagation: building micrograd
Andrej Karpathy Beginner 3y ago
Active Learning. The Secret of Training Models Without Labels.
ML Fundamentals
Active Learning. The Secret of Training Models Without Labels.
Underfitted Advanced 3y ago
Advance NLP Series Announcement- Happy 76th Independence Day
ML Fundamentals
Advance NLP Series Announcement- Happy 76th Independence Day
Krish Naik Intermediate 3y ago
Learn machine learning EASILY and FREE👩‍💻 #technology #programming #software #machinelearning
0:34
ML Fundamentals ⚡ AI Lesson
Learn machine learning EASILY and FREE👩‍💻 #technology #programming #software #machinelearning
Coding with Lewis Beginner 3y ago
Why is it called "DEEP" Learning? 🤔🧠 - Topic 009 #ai #ml
ML Fundamentals ⚡ AI Lesson
Why is it called "DEEP" Learning? 🤔🧠 - Topic 009 #ai #ml
deeplizard Beginner 3y ago
Autoencoders that can dance with you - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Autoencoders that can dance with you - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
ML Fundamentals
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
Rob Mulla Beginner 3y ago
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
ML Fundamentals ⚡ AI Lesson
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
Ray Sawvell Beginner 3y ago
TikTok Attribution Manager
ML Fundamentals
TikTok Attribution Manager
Paid Media Pros Beginner 3y ago
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
ML Fundamentals
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
NVIDIA Developer Beginner 3y ago
Introduction To Autoencoders In Machine Learning.
ML Fundamentals
Introduction To Autoencoders In Machine Learning.
Underfitted Beginner 3y ago
Self-/Unsupervised GNN Training
ML Fundamentals ⚡ AI Lesson
Self-/Unsupervised GNN Training
DeepFindr Beginner 3y ago
Writing Code in Jupyter Notebooks #shorts
ML Fundamentals ⚡ AI Lesson
Writing Code in Jupyter Notebooks #shorts
Jay Alammar Beginner 3y ago
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
ML Fundamentals
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
MLOps.community Beginner 3y ago
Advanced features on TensorFlow Serving
ML Fundamentals ⚡ AI Lesson
Advanced features on TensorFlow Serving
TensorFlow Beginner 3y ago
Accelerating Your AI Career
ML Fundamentals
Accelerating Your AI Career
DeepLearningAI Beginner 3y ago
L13.5 What's The Difference Between Cross-Correlation And Convolution?
ML Fundamentals
L13.5 What's The Difference Between Cross-Correlation And Convolution?
Sebastian Raschka Beginner 3y ago
TensorFlow in 100 Seconds
ML Fundamentals
TensorFlow in 100 Seconds
Fireship Beginner 3y ago
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
ML Fundamentals
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
MLOps.community Intermediate 3y ago
#Tutorial 3 || Snapchat Filter in Machine Learning|| Machine Learning for the kids ||
ML Fundamentals
#Tutorial 3 || Snapchat Filter in Machine Learning|| Machine Learning for the kids ||
Code For Kids Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
1littlecoder Beginner 3y ago
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
ML Fundamentals
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
Nicholas Renotte Beginner 3y ago
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
ML Fundamentals ⚡ AI Lesson
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
AWS Developers Intermediate 3y ago
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
ML Fundamentals ⚡ AI Lesson
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Stable diffusion dreams of steam punk neural networks
ML Fundamentals
Stable diffusion dreams of steam punk neural networks
Andrej Karpathy Intermediate 3y ago
Tons of Machine Learning FEATURE data? Try this!
ML Fundamentals
Tons of Machine Learning FEATURE data? Try this!
Nicholas Renotte Beginner 3y ago
How I Easily Optimized My Blogging Website In Minutes With 10Web Booster
ML Fundamentals
How I Easily Optimized My Blogging Website In Minutes With 10Web Booster
Krish Naik Beginner 3y ago
Deep Learning Defined for Beginners 🧠📘 - Topic 008 #ai #ml
ML Fundamentals ⚡ AI Lesson
Deep Learning Defined for Beginners 🧠📘 - Topic 008 #ai #ml
deeplizard Beginner 3y ago
AUTOMATED calculus in Tensorflow with Python?
ML Fundamentals ⚡ AI Lesson
AUTOMATED calculus in Tensorflow with Python?
Nicholas Renotte Beginner 3y ago
Machine Learning Defined for Beginners 🤖📘 - Topic 007 #ai #ml
ML Fundamentals ⚡ AI Lesson
Machine Learning Defined for Beginners 🤖📘 - Topic 007 #ai #ml
deeplizard Beginner 3y ago
Building a Machine Learning API in 15 Minutes | Coding Challenge
ML Fundamentals
Building a Machine Learning API in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Artificial Intelligence Defined for Beginners 🤖📚 - Topic 006 #ai #ml
ML Fundamentals ⚡ AI Lesson
Artificial Intelligence Defined for Beginners 🤖📚 - Topic 006 #ai #ml
deeplizard Beginner 3y ago
The foundation of ALL DEEP LEARNING...np.matmul
ML Fundamentals ⚡ AI Lesson
The foundation of ALL DEEP LEARNING...np.matmul
Nicholas Renotte Beginner 3y ago
DL ⊆ ML ⊆ AI: Understanding the Connection 📊🧠 - Topic 005 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
DL ⊆ ML ⊆ AI: Understanding the Connection 📊🧠 - Topic 005 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Deep Learning 101: What's Inside for Newbies?🚪🧠 - Topic 004 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
Deep Learning 101: What's Inside for Newbies?🚪🧠 - Topic 004 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Exploring Deep Learning: 4 Core Applications 🗺️🧠 - Topic 003 #ai
ML Fundamentals ⚡ AI Lesson
Exploring Deep Learning: 4 Core Applications 🗺️🧠 - Topic 003 #ai
deeplizard Beginner 3y ago
Earliest and Most Popular Use of Deep Learning 🕰️🔥 - Topic 002 #ai
ML Fundamentals ⚡ AI Lesson
Earliest and Most Popular Use of Deep Learning 🕰️🔥 - Topic 002 #ai
deeplizard Beginner 3y ago
New to Deep Learning? 🧠💡Start Here! 👉🚀 - Topic 001 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
New to Deep Learning? 🧠💡Start Here! 👉🚀 - Topic 001 #ai #ml #deeplearning
deeplizard Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Building, Evaluating, and Operationalizing ML Models
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Self-paced
Building, Evaluating, and Operationalizing ML Models
Opens on Coursera ↗
Deep Learning with PyTorch : Image Segmentation
📚 Coursera Course ↗
Self-paced
Deep Learning with PyTorch : Image Segmentation
Opens on Coursera ↗
Pricing Options with Mathematical Models
📚 Coursera Course ↗
Self-paced
Pricing Options with Mathematical Models
Opens on Coursera ↗
Harden AI: Secure Your ML Pipelines
📚 Coursera Course ↗
Self-paced
Harden AI: Secure Your ML Pipelines
Opens on Coursera ↗
DP-100 Microsoft Azure DS Exam
📚 Coursera Course ↗
Self-paced
DP-100 Microsoft Azure DS Exam
Opens on Coursera ↗
Advanced Recommender Systems
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Self-paced
Advanced Recommender Systems
Opens on Coursera ↗