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
Machine Learning on the web with TensorFlow.js | Q&A
ML Fundamentals ⚡ AI Lesson
Machine Learning on the web with TensorFlow.js | Q&A
TensorFlow Beginner 4y ago
What is TensorFlow Cloud?
ML Fundamentals ⚡ AI Lesson
What is TensorFlow Cloud?
TensorFlow Beginner 4y ago
How I Learned Data Science | My Data Science Journey
ML Fundamentals ⚡ AI Lesson
How I Learned Data Science | My Data Science Journey
codebasics Beginner 4y ago
The Whole of MLOps is Greater Than the Sum of its Parts
ML Fundamentals
The Whole of MLOps is Greater Than the Sum of its Parts
MLOps.community Beginner 4y ago
How to Break Into Data Science and Machine Learning and Land your DREAM JOB!
ML Fundamentals
How to Break Into Data Science and Machine Learning and Land your DREAM JOB!
Nicholas Renotte Beginner 4y ago
Prequisites for Time Series
ML Fundamentals ⚡ AI Lesson
Prequisites for Time Series
Data Skeptic Beginner 4y ago
Scaling Data Science and Machine Learning Infrastructure Like Netflix | Real Python Podcast #61
ML Fundamentals ⚡ AI Lesson
Scaling Data Science and Machine Learning Infrastructure Like Netflix | Real Python Podcast #61
Real Python Beginner 4y ago
How to Build Bioinformatics Tools
ML Fundamentals
How to Build Bioinformatics Tools
Data Professor Beginner 4y ago
Introducing Social Good Technologies, a MLOps industry non-profit association
ML Fundamentals ⚡ AI Lesson
Introducing Social Good Technologies, a MLOps industry non-profit association
MLOps.community Beginner 4y ago
What Is Data Science? (Explained in 5 Minutes)
ML Fundamentals ⚡ AI Lesson
What Is Data Science? (Explained in 5 Minutes)
365 Data Science Beginner 4y ago
The Oxford Impact Finance Innovations Programme
ML Fundamentals
The Oxford Impact Finance Innovations Programme
Saïd Business School, University of Oxford Beginner 4y ago
Safety and occupancy with AI | Session
ML Fundamentals
Safety and occupancy with AI | Session
Google for Developers Beginner 4y ago
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
ML Fundamentals ⚡ AI Lesson
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
Elvis Saravia Beginner 4y ago
GPU Burn Test | NVIDIA DGX Station A100 Thermal Benchmark
ML Fundamentals
GPU Burn Test | NVIDIA DGX Station A100 Thermal Benchmark
codebasics Beginner 4y ago
W&B Deep Learning Salon - Ava Asman and Mat Ruiz
ML Fundamentals ⚡ AI Lesson
W&B Deep Learning Salon - Ava Asman and Mat Ruiz
Weights & Biases Beginner 4y ago
W&B Deep Learning Salon - Ava Asmani and Mat Ruiz
ML Fundamentals
W&B Deep Learning Salon - Ava Asmani and Mat Ruiz
Weights & Biases Beginner 4y ago
Computing gradients using TensorFlow | Training a Linear Regression model from scratch.
ML Fundamentals ⚡ AI Lesson
Computing gradients using TensorFlow | Training a Linear Regression model from scratch.
Harshit Tyagi Beginner 4y ago
What is CuDNN?
ML Fundamentals
What is CuDNN?
Roboflow Beginner 4y ago
# 62 From Predictions to Decisions (with Dan Becker)
ML Fundamentals
# 62 From Predictions to Decisions (with Dan Becker)
DataCamp Beginner 4y ago
The ONE weird technique I used to learn DATA SCIENCE in 3 months
ML Fundamentals ⚡ AI Lesson
The ONE weird technique I used to learn DATA SCIENCE in 3 months
Nicholas Renotte Beginner 4y ago
Whether We Should Reduce False Positive Or Negative In Confusion Matrix-Machine Learning Interviews
ML Fundamentals
Whether We Should Reduce False Positive Or Negative In Confusion Matrix-Machine Learning Interviews
Krish Naik Beginner 4y ago
DATA SCIENCE Is All About Continuous Learning #shorts
ML Fundamentals
DATA SCIENCE Is All About Continuous Learning #shorts
Krish Naik Beginner 4y ago
Ranking Methods : Data Science Concepts
ML Fundamentals
Ranking Methods : Data Science Concepts
ritvikmath Beginner 4y ago
What is Google Cloud AutoML?
ML Fundamentals
What is Google Cloud AutoML?
Roboflow Beginner 4y ago
On-device machine learning in mobile and web apps | Q&A
ML Fundamentals ⚡ AI Lesson
On-device machine learning in mobile and web apps | Q&A
TensorFlow Beginner 4y ago
SGT Model Deployment Working Group May 19, 2021 Meeting
ML Fundamentals
SGT Model Deployment Working Group May 19, 2021 Meeting
MLOps.community Beginner 4y ago
Cross platform computer vision made easy with Model Maker | Session
ML Fundamentals ⚡ AI Lesson
Cross platform computer vision made easy with Model Maker | Session
TensorFlow Beginner 4y ago
Machine learning for next gen web apps with TensorFlow.js | Session
ML Fundamentals ⚡ AI Lesson
Machine learning for next gen web apps with TensorFlow.js | Session
TensorFlow Beginner 4y ago
ML Kit: Turnkey APIs to use on-device ML in mobile apps | Session
ML Fundamentals ⚡ AI Lesson
ML Kit: Turnkey APIs to use on-device ML in mobile apps | Session
TensorFlow Beginner 4y ago
Modern Keras design patterns | Session
ML Fundamentals ⚡ AI Lesson
Modern Keras design patterns | Session
TensorFlow Beginner 4y ago
Decision forests in TensorFlow | Session
ML Fundamentals ⚡ AI Lesson
Decision forests in TensorFlow | Session
TensorFlow Beginner 4y ago
Introduction to Tensorflow.js and Machine Learning
ML Fundamentals ⚡ AI Lesson
Introduction to Tensorflow.js and Machine Learning
TensorFlow Beginner 4y ago
Going further with text classification
ML Fundamentals ⚡ AI Lesson
Going further with text classification
TensorFlow Beginner 4y ago
On-device product image search: Introduction
ML Fundamentals ⚡ AI Lesson
On-device product image search: Introduction
TensorFlow Beginner 4y ago
Introduction to Tensorflow.js and Machine Learning
ML Fundamentals ⚡ AI Lesson
Introduction to Tensorflow.js and Machine Learning
TensorFlow Beginner 4y ago
On-device object detection: Train and deploy a custom TensorFlow Lite model
ML Fundamentals ⚡ AI Lesson
On-device object detection: Train and deploy a custom TensorFlow Lite model
TensorFlow Beginner 4y ago
Machine Learning for audio classification
ML Fundamentals ⚡ AI Lesson
Machine Learning for audio classification
TensorFlow Beginner 4y ago
Getting started with text classification to detect comment spam
ML Fundamentals ⚡ AI Lesson
Getting started with text classification to detect comment spam
TensorFlow Beginner 4y ago
On-device product image search: Build an object detector
ML Fundamentals ⚡ AI Lesson
On-device product image search: Build an object detector
TensorFlow Beginner 4y ago
On-device object detection: Add a pre-trained model to your app
ML Fundamentals ⚡ AI Lesson
On-device object detection: Add a pre-trained model to your app
TensorFlow Beginner 4y ago
Comment spam detection: Choosing a pre-made tf.js model, quantization, and word vectors explained
ML Fundamentals ⚡ AI Lesson
Comment spam detection: Choosing a pre-made tf.js model, quantization, and word vectors explained
TensorFlow Beginner 4y ago
Getting started with text classification
ML Fundamentals ⚡ AI Lesson
Getting started with text classification
TensorFlow Beginner 4y ago
Adding audio classification to your mobile app with a pre-trained model
ML Fundamentals ⚡ AI Lesson
Adding audio classification to your mobile app with a pre-trained model
TensorFlow Beginner 4y ago
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
ML Fundamentals ⚡ AI Lesson
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
MLOps.community Beginner 4y ago
How do I stay updated in Data Science?
ML Fundamentals ⚡ AI Lesson
How do I stay updated in Data Science?
codebasics Beginner 4y ago
Log normal distribution | Math, Statistics for data science, machine learning
ML Fundamentals
Log normal distribution | Math, Statistics for data science, machine learning
codebasics Beginner 4y ago
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
ML Fundamentals
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
MLOps.community Beginner 4y ago
Sean Taylor — Business Decision Problems
ML Fundamentals
Sean Taylor — Business Decision Problems
Weights & Biases Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Traverse Trees for ML with DFS & BFS
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Self-paced
Traverse Trees for ML with DFS & BFS
Opens on Coursera ↗
Integral Calculus and Numerical Analysis for Data Science
📚 Coursera Course ↗
Self-paced
Integral Calculus and Numerical Analysis for Data Science
Opens on Coursera ↗
Building iOS Games with SpriteKit - From Zero to Hero
📚 Coursera Course ↗
Self-paced
Building iOS Games with SpriteKit - From Zero to Hero
Opens on Coursera ↗
AI & Quantum Computing – Zero to Expert Bootcamp
📚 Coursera Course ↗
Self-paced
AI & Quantum Computing – Zero to Expert Bootcamp
Opens on Coursera ↗
Calculus through Data & Modelling: Vector Calculus
📚 Coursera Course ↗
Self-paced
Calculus through Data & Modelling: Vector Calculus
Opens on Coursera ↗
Machine Learning in the Enterprise - Italiano
📚 Coursera Course ↗
Self-paced
Machine Learning in the Enterprise - Italiano
Opens on Coursera ↗