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
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
ML Fundamentals
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
codebasics Beginner 5y ago
Train a Fine-Tuned Neural Network with TensorFlow's Keras API
ML Fundamentals
Train a Fine-Tuned Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
MLOps Cubonacci workshop
ML Fundamentals
MLOps Cubonacci workshop
MLOps.community Intermediate 5y ago
Live Project Developing AI Advertisement Platform Using Deep Learning
ML Fundamentals
Live Project Developing AI Advertisement Platform Using Deep Learning
Krish Naik Beginner 5y ago
My Grad School Decision (Why I Turned Down Harvard)
ML Fundamentals
My Grad School Decision (Why I Turned Down Harvard)
ritvikmath Intermediate 5y ago
TensorFlow Tutorial 10 - Saving and Loading Models
ML Fundamentals
TensorFlow Tutorial 10 - Saving and Loading Models
Aladdin Persson Beginner 5y ago
Live Q&A Data Science By Krish And Sudhanshu- Give Away For Women To Promote AI
ML Fundamentals
Live Q&A Data Science By Krish And Sudhanshu- Give Away For Women To Promote AI
Krish Naik Intermediate 5y ago
Tips To Build A Good Data Science / Machine Learning Project (For Your Portfolio)
ML Fundamentals
Tips To Build A Good Data Science / Machine Learning Project (For Your Portfolio)
Abhishek Thakur Intermediate 5y ago
TensorFlow Tutorial 9 - Custom Layers
ML Fundamentals
TensorFlow Tutorial 9 - Custom Layers
Aladdin Persson Beginner 5y ago
The Four Grand Challenges of Robots in the Home
ML Fundamentals
The Four Grand Challenges of Robots in the Home
Brandon Rohrer Intermediate 5y ago
Dive into Deep Learning (Study Group): Preliminaries | Session 2
ML Fundamentals
Dive into Deep Learning (Study Group): Preliminaries | Session 2
Elvis Saravia Beginner 5y ago
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
ML Fundamentals
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
Abhishek Thakur Beginner 5y ago
Pascal (Not Just Nickel & Dime) - Computerphile
ML Fundamentals
Pascal (Not Just Nickel & Dime) - Computerphile
Computerphile Intermediate 5y ago
The ultimate intro to Graph Neural Networks. Maybe.
ML Fundamentals
The ultimate intro to Graph Neural Networks. Maybe.
AI Coffee Break with Letitia 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
Model Explainability Forum
ML Fundamentals
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
MLOps Meetup #29 / Scaling ML Capabilities in Large Organizations // Bertjan Broeksema & Axel Goblet
MLOps.community Beginner 5y ago
Build a Fine-Tuned Neural Network with TensorFlow's Keras API
ML Fundamentals
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
Intro to Digital Cameras
ML Fundamentals
Intro to Digital Cameras
MIT OpenCourseWare Beginner 5y ago
What Cameras Can Do for You… and How They Do It!
ML Fundamentals
What Cameras Can Do for You… and How They Do It!
MIT OpenCourseWare Intermediate 5y ago
Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch | Lex Fridman Podcast #114
ML Fundamentals
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
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
Neural Augmentation for Wireless Communication with Max Welling - #398
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
TensorFlow Tutorial 8 - Model Subclassing with Keras
ML Fundamentals
TensorFlow Tutorial 8 - Model Subclassing with Keras
Aladdin Persson Intermediate 5y ago
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
TensorFlow Tutorial 7 - More in Depth Example on Functional API
ML Fundamentals
TensorFlow Tutorial 7 - More in Depth Example on Functional API
Aladdin Persson Beginner 5y ago
I just got access to GitHub's Codespaces and it's amazing!
ML Fundamentals
I just got access to GitHub's Codespaces and it's amazing!
Abhishek Thakur Beginner 5y ago
Live Project- Web Application - Loan Default Prediction- Masters Thesis
ML Fundamentals
Live Project- Web Application - Loan Default Prediction- Masters Thesis
Krish Naik Intermediate 5y ago
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
ML Fundamentals
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
Aladdin Persson 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
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
ML Fundamentals
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
Aladdin Persson 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
SWE (Society of Women Engineers)
ML Fundamentals
SWE (Society of Women Engineers)
MIT OpenCourseWare Intermediate 5y ago
Closing Remarks
ML Fundamentals
Closing Remarks
MIT OpenCourseWare Intermediate 5y ago
Inspiring the Next Generation: Women's Technology Program at MIT
ML Fundamentals
Inspiring the Next Generation: Women's Technology Program at MIT
MIT OpenCourseWare Intermediate 5y ago
Instructor Insights: Image Processing Activity
ML Fundamentals
Instructor Insights: Image Processing Activity
MIT OpenCourseWare Intermediate 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
Girls Who Build Cameras Promo
ML Fundamentals
Girls Who Build Cameras Promo
MIT OpenCourseWare Intermediate 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
TensorFlow Tutorial 1 - Installation and Setup Deep Learning Environment (Anaconda and PyCharm)
Aladdin Persson Beginner 5y ago
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BigQuery Machine Learning using Soccer Data
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ML Pipelines on Google Cloud - Français
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ML Pipelines on Google Cloud - Français
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Fundamentals of Machine Learning
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Fundamentals of Machine Learning
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GenAI for Fraud Detection and Compliance
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