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 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 5y 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 5y ago
GPU Burn Test | NVIDIA DGX Station A100 Thermal Benchmark
ML Fundamentals
GPU Burn Test | NVIDIA DGX Station A100 Thermal Benchmark
codebasics Beginner 5y 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 5y 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 5y 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 5y ago
What is CuDNN?
ML Fundamentals
What is CuDNN?
Roboflow Beginner 5y 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 5y ago
# 62 From Predictions to Decisions (with Dan Becker)
ML Fundamentals
# 62 From Predictions to Decisions (with Dan Becker)
DataCamp Beginner 5y 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 5y 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 5y ago
How do I stay updated in Data Science?
ML Fundamentals ⚡ AI Lesson
How do I stay updated in Data Science?
codebasics Beginner 5y ago
DATA SCIENCE Is All About Continuous Learning #shorts
ML Fundamentals
DATA SCIENCE Is All About Continuous Learning #shorts
Krish Naik Beginner 5y 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 5y ago
Ranking Methods : Data Science Concepts
ML Fundamentals
Ranking Methods : Data Science Concepts
ritvikmath Beginner 5y ago
What is Google Cloud AutoML?
ML Fundamentals
What is Google Cloud AutoML?
Roboflow Beginner 5y ago
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
ML Fundamentals
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
Aladdin Persson Beginner 5y ago
AI re-lighting to match with any background
ML Fundamentals
AI re-lighting to match with any background
What's AI by Louis-François Bouchard Beginner 5y ago
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
ML Fundamentals ⚡ AI Lesson
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
Aladdin Persson Beginner 5y ago
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
ML Fundamentals
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
DeepLearningAI Beginner 5y ago
What is the Inverse of a Matrix ??? : Data Science Basics
ML Fundamentals ⚡ AI Lesson
What is the Inverse of a Matrix ??? : Data Science Basics
ritvikmath Beginner 5y ago
I'm out of Academia
ML Fundamentals ⚡ AI Lesson
I'm out of Academia
Yannic Kilcher Beginner 5y ago
Understand ANY Machine Learning Model
ML Fundamentals ⚡ AI Lesson
Understand ANY Machine Learning Model
CodeEmporium Beginner 5y ago
Modern Keras design patterns | Session
ML Fundamentals ⚡ AI Lesson
Modern Keras design patterns | Session
TensorFlow Beginner 5y ago
Decision forests in TensorFlow | Session
ML Fundamentals ⚡ AI Lesson
Decision forests in TensorFlow | Session
TensorFlow Beginner 5y ago
Introduction to Tensorflow.js and Machine Learning
ML Fundamentals ⚡ AI Lesson
Introduction to Tensorflow.js and Machine Learning
TensorFlow Beginner 5y ago
Going further with text classification
ML Fundamentals ⚡ AI Lesson
Going further with text classification
TensorFlow Beginner 5y ago
On-device product image search: Introduction
ML Fundamentals ⚡ AI Lesson
On-device product image search: Introduction
TensorFlow Beginner 5y ago
Introduction to Tensorflow.js and Machine Learning
ML Fundamentals ⚡ AI Lesson
Introduction to Tensorflow.js and Machine Learning
TensorFlow Beginner 5y 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 5y ago
Machine Learning for audio classification
ML Fundamentals ⚡ AI Lesson
Machine Learning for audio classification
TensorFlow Beginner 5y 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 5y 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 5y 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 5y 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 5y ago
Getting started with text classification
ML Fundamentals ⚡ AI Lesson
Getting started with text classification
TensorFlow Beginner 5y 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 5y 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 5y ago
Sean Taylor — Business Decision Problems
ML Fundamentals
Sean Taylor — Business Decision Problems
Weights & Biases Beginner 5y ago
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
ML Fundamentals ⚡ AI Lesson
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
MLOps.community Beginner 5y ago
How To Start Data Science From My Channel- Follow This Order Of Playlist
ML Fundamentals
How To Start Data Science From My Channel- Follow This Order Of Playlist
Krish Naik Beginner 5y ago
Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
ML Fundamentals
Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
Krish Naik Beginner 5y ago
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
ML Fundamentals
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
MLOps.community Beginner 5y ago
Top 25 Machine Learning & AI Hackathons To Move To Data Science
ML Fundamentals
Top 25 Machine Learning & AI Hackathons To Move To Data Science
Krish Naik Beginner 5y ago
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
ML Fundamentals ⚡ AI Lesson
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
MLOps.community Beginner 5y ago
Rank of a Matrix : Data Science Basics
ML Fundamentals
Rank of a Matrix : Data Science Basics
ritvikmath Beginner 5y ago
10 Tips To Learn Python Efficiently And Effectively
ML Fundamentals
10 Tips To Learn Python Efficiently And Effectively
Krish Naik Beginner 5y ago
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
ML Fundamentals
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
MLOps.community Beginner 5y ago
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Interpretable Machine Learning Applications: Part 4
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Digital Signal Processing 4: Applications
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Digital Signal Processing 4: Applications
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Reading and Writing Files
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