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 Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1
ML Fundamentals
How To Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1
Krish Naik Intermediate 4y ago
What Should Be A Proper Structure Of Your Data Science Projects In Github?
ML Fundamentals
What Should Be A Proper Structure Of Your Data Science Projects In Github?
Krish Naik Intermediate 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
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
Introducing Social Good Technologies, a MLOps industry non-profit association
MLOps.community Beginner 4y ago
Alyssa Simpson Rochwerger — Responsible ML in the Real World
ML Fundamentals
Alyssa Simpson Rochwerger — Responsible ML in the Real World
Weights & Biases Intermediate 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
Machine learning for Accessibility | Session
ML Fundamentals
Machine learning for Accessibility | Session
Google for Developers Advanced 4y ago
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
ML Fundamentals
(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
Future-proof web apps with Angular and TensorFlow.js | Session
ML Fundamentals
Future-proof web apps with Angular and TensorFlow.js | Session
Chrome for Developers Intermediate 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
Deep Successful Career Transition From Mechanical Engineer & Teacher To Data Analyst|Ft:iNeuron
ML Fundamentals
Deep Successful Career Transition From Mechanical Engineer & Teacher To Data Analyst|Ft:iNeuron
Krish Naik Intermediate 4y ago
Hands on with Cloud AI | Workshop
ML Fundamentals ⚡ AI Lesson
Hands on with Cloud AI | Workshop
TensorFlow Intermediate 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
Himanshu Successful Career Transition From MCA Graduate Fresher To Data Science- Ft: iNeuron
ML Fundamentals
Himanshu Successful Career Transition From MCA Graduate Fresher To Data Science- Ft: iNeuron
Krish Naik Intermediate 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
Bitcoin Market Crash Analyzing As A Data Scientist Part 1-₿₿₿₿₿₿
ML Fundamentals
Bitcoin Market Crash Analyzing As A Data Scientist Part 1-₿₿₿₿₿₿
Krish Naik Intermediate 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
TensorFlow Hub for real world impact | Session
ML Fundamentals ⚡ AI Lesson
TensorFlow Hub for real world impact | Session
TensorFlow Intermediate 4y ago
Does your app use ML? Make it a product with TFX | Session
ML Fundamentals ⚡ AI Lesson
Does your app use ML? Make it a product with TFX | Session
TensorFlow Advanced 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
Spotting and solving everyday problems with machine learning | Session
ML Fundamentals ⚡ AI Lesson
Spotting and solving everyday problems with machine learning | Session
TensorFlow Intermediate 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
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
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: Call the product search backend
ML Fundamentals ⚡ AI Lesson
On-device product image search: Call the product search backend
TensorFlow Intermediate 4y ago
Going further with Image Classification
ML Fundamentals ⚡ AI Lesson
Going further with Image Classification
TensorFlow Intermediate 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
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