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
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
ML Fundamentals
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
Aladdin Persson Beginner 5y ago
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
ML Fundamentals
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
NVIDIA Developer Beginner 5y ago
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
ML Fundamentals
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
Krish Naik Beginner 5y ago
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
ML Fundamentals
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
Aladdin Persson Beginner 5y ago
Model Explainability Forum
ML Fundamentals ⚡ AI Lesson
Model Explainability Forum
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
MLOps Meetup #29 / Scaling ML Capabilities in Large Organizations // Bertjan Broeksema & Axel Goblet
ML Fundamentals ⚡ AI Lesson
MLOps Meetup #29 / Scaling ML Capabilities in Large Organizations // Bertjan Broeksema & Axel Goblet
MLOps.community Beginner 5y ago
Nvidia Titan RTX Unboxing And Specs And Comparison- Deep Learning
ML Fundamentals
Nvidia Titan RTX Unboxing And Specs And Comparison- Deep Learning
Krish Naik Advanced 5y ago
Build a Fine-Tuned Neural Network with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Build a Fine-Tuned Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
How to use Advanced Google Search to extract Email Ids from Linkedin
ML Fundamentals
How to use Advanced Google Search to extract Email Ids from Linkedin
1littlecoder Beginner 5y ago
Welcome to Girls Who Build Cameras, Summer 2016
ML Fundamentals
Welcome to Girls Who Build Cameras, Summer 2016
MIT OpenCourseWare Intermediate 5y ago
Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch | Lex Fridman Podcast #114
ML Fundamentals ⚡ AI Lesson
Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch | Lex Fridman Podcast #114
Lex Fridman Beginner 5y ago
NumPy Crash Course - Complete Tutorial
ML Fundamentals
NumPy Crash Course - Complete Tutorial
Patrick Loeber Beginner 5y ago
Introduction to Binary Search (Data Structures & Algorithms #10)
ML Fundamentals
Introduction to Binary Search (Data Structures & Algorithms #10)
CS Dojo Beginner 5y ago
Can we make better software by using ML and AI techniques? With Chandra Maddila and Chetan Bansal
ML Fundamentals ⚡ AI Lesson
Can we make better software by using ML and AI techniques? With Chandra Maddila and Chetan Bansal
Microsoft Research Beginner 5y ago
Neural Augmentation for Wireless Communication with Max Welling - #398
ML Fundamentals ⚡ AI Lesson
Neural Augmentation for Wireless Communication with Max Welling - #398
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
ML Fundamentals
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Elvis Saravia Beginner 5y ago
Are courses enough for a job? | Machine learning engineer livestream Q&A
ML Fundamentals ⚡ AI Lesson
Are courses enough for a job? | Machine learning engineer livestream Q&A
Daniel Bourke Intermediate 5y ago
Bharath Ramsundar of Deep Forest Sciences — Deep Learning for Molecules and Medicine Discovery
ML Fundamentals ⚡ AI Lesson
Bharath Ramsundar of Deep Forest Sciences — Deep Learning for Molecules and Medicine Discovery
Weights & Biases Beginner 5y ago
Create & Deploy A Deep Learning App - PyTorch Model Deployment With Flask & Heroku
ML Fundamentals ⚡ AI Lesson
Create & Deploy A Deep Learning App - PyTorch Model Deployment With Flask & Heroku
Patrick Loeber Beginner 5y ago
Precalculus Course
ML Fundamentals
Precalculus Course
freeCodeCamp.org Beginner 5y ago
Matrix Basics | Deep Learning Tutorial 10 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals
Matrix Basics | Deep Learning Tutorial 10 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Convolutional Neural Network Predictions with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Convolutional Neural Network Predictions with TensorFlow's Keras API
deeplizard Intermediate 5y ago
Reviewing Your Data Science Projects - Episode 14 [Deep Learning Focus]
ML Fundamentals
Reviewing Your Data Science Projects - Episode 14 [Deep Learning Focus]
Ken Jee Beginner 5y ago
Data Science PC Configs: From Low Range to Super-High Range
ML Fundamentals
Data Science PC Configs: From Low Range to Super-High Range
Abhishek Thakur Beginner 5y ago
Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
ML Fundamentals
Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
Elvis Saravia Beginner 5y ago
Build Your First Machine Learning AI With Neural Networks
ML Fundamentals
Build Your First Machine Learning AI With Neural Networks
Web Dev Simplified Intermediate 5y ago
Derivatives | Deep Learning Tutorial 9 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals
Derivatives | Deep Learning Tutorial 9 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
MLOps Day Conference - We Sponsored a Conference!
ML Fundamentals
MLOps Day Conference - We Sponsored a Conference!
MLOps.community Intermediate 5y ago
Build FAST Machine Learning Apps with Javascript React.Js and Watson || Python ML PT.6
ML Fundamentals ⚡ AI Lesson
Build FAST Machine Learning Apps with Javascript React.Js and Watson || Python ML PT.6
Nicholas Renotte Intermediate 5y ago
Talks # 8: Sebastián Ramírez; Build a machine learning API  from scratch  with FastAPI
ML Fundamentals
Talks # 8: Sebastián Ramírez; Build a machine learning API from scratch with FastAPI
Abhishek Thakur Beginner 5y ago
Manolis Kellis: Human Genome and Evolutionary Dynamics | Lex Fridman Podcast #113
ML Fundamentals
Manolis Kellis: Human Genome and Evolutionary Dynamics | Lex Fridman Podcast #113
Lex Fridman Beginner 5y ago
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 3 - Neural Networks with Sequential and Functional API
ML Fundamentals
TensorFlow Tutorial 3 - Neural Networks with Sequential and Functional API
Aladdin Persson Beginner 5y ago
Live Data Science Q&A With Krish And Sudhanshu- Give Away ML for Deployment+Internships For Women
ML Fundamentals
Live Data Science Q&A With Krish And Sudhanshu- Give Away ML for Deployment+Internships For Women
Krish Naik Beginner 5y ago
TensorFlow Tutorial 2 - Tensor Basics
ML Fundamentals
TensorFlow Tutorial 2 - Tensor Basics
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 1 - Installation and Setup Deep Learning Environment (Anaconda and PyCharm)
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 1 - Installation and Setup Deep Learning Environment (Anaconda and PyCharm)
Aladdin Persson Beginner 5y ago
Live- Discussion On Cross Validation Techniques And Selection of Machine Learning Algorithms
ML Fundamentals
Live- Discussion On Cross Validation Techniques And Selection of Machine Learning Algorithms
Krish Naik Beginner 5y ago
Live Transition Story Of Civil Engineer To Data Scientist With 2 Years Gap
ML Fundamentals
Live Transition Story Of Civil Engineer To Data Scientist With 2 Years Gap
Krish Naik Intermediate 5y ago
Step By Step Playlist To Follow To Learn Data Science Through My Channel - Part 2
ML Fundamentals
Step By Step Playlist To Follow To Learn Data Science Through My Channel - Part 2
Krish Naik Beginner 5y ago
Step By Step Playlist To Follow To Learn Data Science Through My Channel Part 1- Must for Everyone
ML Fundamentals
Step By Step Playlist To Follow To Learn Data Science Through My Channel Part 1- Must for Everyone
Krish Naik Beginner 5y ago
Live Discussion On Outlier And Its Impacts On Machine Learning UseCases
ML Fundamentals
Live Discussion On Outlier And Its Impacts On Machine Learning UseCases
Krish Naik Beginner 5y ago
TWIML Webinar: "Building, Deploying, and Monitoring Machine Learning Models with Amazon SageMaker"
ML Fundamentals ⚡ AI Lesson
TWIML Webinar: "Building, Deploying, and Monitoring Machine Learning Models with Amazon SageMaker"
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
HOW TO LEARN DEEP LEARNING - The Most Efficient Way To Go From Beginner to Advanced
ML Fundamentals
HOW TO LEARN DEEP LEARNING - The Most Efficient Way To Go From Beginner to Advanced
Aladdin Persson Beginner 5y ago
Live Discussion On Handling Imbalanced Dataset- Machine Learning
ML Fundamentals
Live Discussion On Handling Imbalanced Dataset- Machine Learning
Krish Naik Beginner 5y ago
Pytorch Quick Tip: Calculate Mean and Standard Deviation of Data
ML Fundamentals
Pytorch Quick Tip: Calculate Mean and Standard Deviation of Data
Aladdin Persson Beginner 5y ago
NVIDIA TITAN RTX UNBOXING
ML Fundamentals
NVIDIA TITAN RTX UNBOXING
codebasics Beginner 5y ago
Pytorch Quick Tip: Reproducible Results and Deterministic Behavior
ML Fundamentals
Pytorch Quick Tip: Reproducible Results and Deterministic Behavior
Aladdin Persson Beginner 5y ago
Pytorch Tutorial 5-Live- Kaggle Advance House Price Prediction Using Pytorch Deep Learning
ML Fundamentals
Pytorch Tutorial 5-Live- Kaggle Advance House Price Prediction Using Pytorch Deep Learning
Krish Naik Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Practical Deep Learning with Python
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Practical Deep Learning with Python
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Solution Architecture and Ethical AI Design
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Solution Architecture and Ethical AI Design
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Principles of Computing (Part 1)
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Self-paced
Principles of Computing (Part 1)
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Smart Analytics, Machine Learning, and AI on Google Cloud
📚 Coursera Course ↗
Self-paced
Smart Analytics, Machine Learning, and AI on Google Cloud
Opens on Coursera ↗
Mathematical Biostatistics Boot Camp 1
📚 Coursera Course ↗
Self-paced
Mathematical Biostatistics Boot Camp 1
Opens on Coursera ↗
Build a computer vision app with Azure Cognitive Services
📚 Coursera Course ↗
Self-paced
Build a computer vision app with Azure Cognitive Services
Opens on Coursera ↗