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
Yann LeCun: Sophia and Does AI Need a Body? | AI Podcast Clips
ML Fundamentals ⚡ AI Lesson
Yann LeCun: Sophia and Does AI Need a Body? | AI Podcast Clips
Lex Fridman Beginner 6y ago
KNN (K Nearest Neighbors) in Python - Machine Learning From Scratch 01 - Python Tutorial
ML Fundamentals
KNN (K Nearest Neighbors) in Python - Machine Learning From Scratch 01 - Python Tutorial
Patrick Loeber Beginner 6y ago
Favourite Shortcut Key? (Soundcheck Question) - Computerphile
ML Fundamentals ⚡ AI Lesson
Favourite Shortcut Key? (Soundcheck Question) - Computerphile
Computerphile Intermediate 6y ago
STATISTICS- PERCENTILES and QUANTILES
ML Fundamentals
STATISTICS- PERCENTILES and QUANTILES
Krish Naik Intermediate 6y ago
STATISTICS-  Population VS Sample and it's Importance
ML Fundamentals
STATISTICS- Population VS Sample and it's Importance
Krish Naik Intermediate 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 9
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 9
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Yann LeCun on Autonomous Driving: Deep Learning is Obviously Part of the Solution | AI Podcast Clips
ML Fundamentals ⚡ AI Lesson
Yann LeCun on Autonomous Driving: Deep Learning is Obviously Part of the Solution | AI Podcast Clips
Lex Fridman Beginner 6y ago
Training Neural Networks: Crash Course AI #4
ML Fundamentals
Training Neural Networks: Crash Course AI #4
CrashCourse Beginner 6y ago
Intro to Machine Learning (ML Zero to Hero - Part 1)
ML Fundamentals ⚡ AI Lesson
Intro to Machine Learning (ML Zero to Hero - Part 1)
TensorFlow Beginner 6y ago
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
6:21:33
ML Fundamentals ⚡ AI Lesson
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
Simplilearn Beginner 6y ago
Inside TensorFlow: tf.Keras (part 2)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: tf.Keras (part 2)
TensorFlow Intermediate 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 8
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 8
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Influenza Vaccines and Data Science in Biology
ML Fundamentals
Influenza Vaccines and Data Science in Biology
365 Data Science Beginner 6y ago
Neuroevolution of Augmenting Topologies (NEAT)
ML Fundamentals ⚡ AI Lesson
Neuroevolution of Augmenting Topologies (NEAT)
Connor Shorten Advanced 6y ago
Pieter Abeel on Potential Deep Learning Research Directions  (2019)
ML Fundamentals
Pieter Abeel on Potential Deep Learning Research Directions (2019)
Weights & Biases Beginner 6y ago
Building Machine Learning Teams with Josh Tobin (2019)
ML Fundamentals ⚡ AI Lesson
Building Machine Learning Teams with Josh Tobin (2019)
Weights & Biases Beginner 6y ago
Neural Networks and Deep Learning: Crash Course AI #3
ML Fundamentals
Neural Networks and Deep Learning: Crash Course AI #3
CrashCourse Beginner 6y ago
Generating Celebrity Voices & Music
ML Fundamentals ⚡ AI Lesson
Generating Celebrity Voices & Music
Siraj Raval Beginner 6y ago
Standard Normal Distribution
ML Fundamentals
Standard Normal Distribution
365 Data Science Beginner 6y ago
New Approaches to Image and Video Reconstruction Using Deep Learning at Facebook at F8 2019
ML Fundamentals ⚡ AI Lesson
New Approaches to Image and Video Reconstruction Using Deep Learning at Facebook at F8 2019
PyTorch Beginner 6y ago
Guidelines To Prepare Resume For Data Scientist Role
ML Fundamentals
Guidelines To Prepare Resume For Data Scientist Role
Krish Naik Beginner 6y ago
STATISTICS- What are Random Variables and It's Types and its Importance?
ML Fundamentals
STATISTICS- What are Random Variables and It's Types and its Importance?
Krish Naik Intermediate 6y ago
Yann LeCun: Can Neural Networks Reason? | AI Podcast Clips
ML Fundamentals
Yann LeCun: Can Neural Networks Reason? | AI Podcast Clips
Lex Fridman Beginner 6y ago
STATISTICS- Variance and Standard Devation
ML Fundamentals
STATISTICS- Variance and Standard Devation
Krish Naik Intermediate 6y ago
STATISTICS- Mean, Median And Mode Explained Easily
ML Fundamentals
STATISTICS- Mean, Median And Mode Explained Easily
Krish Naik Beginner 6y ago
Saturday Live Q&A
ML Fundamentals
Saturday Live Q&A
Krish Naik Intermediate 6y ago
Yann LeCun: Deep Learning, ConvNets, and Self-Supervised Learning | Lex Fridman Podcast #36
ML Fundamentals
Yann LeCun: Deep Learning, ConvNets, and Self-Supervised Learning | Lex Fridman Podcast #36
Lex Fridman Beginner 6y ago
What is AdaBoost (BOOSTING TECHNIQUES)
ML Fundamentals
What is AdaBoost (BOOSTING TECHNIQUES)
Krish Naik Beginner 6y ago
Why Python is the Best Programming Language For Machine Learning?
ML Fundamentals
Why Python is the Best Programming Language For Machine Learning?
Krish Naik Intermediate 6y ago
How To Get Data Science Jobs For Freshers
ML Fundamentals
How To Get Data Science Jobs For Freshers
Krish Naik Intermediate 6y ago
Are We Living in a Simulation? with George Hotz and Lex Fridman | AI Podcast Clips
ML Fundamentals ⚡ AI Lesson
Are We Living in a Simulation? with George Hotz and Lex Fridman | AI Podcast Clips
Lex Fridman Beginner 6y ago
Online Courses for Data Science Specialization
ML Fundamentals
Online Courses for Data Science Specialization
Krish Naik Intermediate 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 7
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 7
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 6
ML Fundamentals ⚡ AI Lesson
TWiML x Fast ai Deep Learning From the Foundations Study Group - Lesson 6
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
How To Learn Data Science by Self Study and For Free
ML Fundamentals
How To Learn Data Science by Self Study and For Free
Krish Naik Intermediate 6y ago
Jeremy Howard: fast.ai Deep Learning Courses and Research | Lex Fridman Podcast #35
ML Fundamentals ⚡ AI Lesson
Jeremy Howard: fast.ai Deep Learning Courses and Research | Lex Fridman Podcast #35
Lex Fridman Beginner 6y ago
Do We Require Master OR PHD to Become Data Scientist?
ML Fundamentals
Do We Require Master OR PHD to Become Data Scientist?
Krish Naik Intermediate 6y ago
Answering Your Questions and Some More Updates
ML Fundamentals
Answering Your Questions and Some More Updates
Krish Naik Intermediate 6y ago
Tutorial 2- Deployment of ML models in Heroku using FLASK
ML Fundamentals
Tutorial 2- Deployment of ML models in Heroku using FLASK
Krish Naik Intermediate 6y ago
Tutorial 1- Deployment of Models- Premises VS IAAS vs PAAS cloud Platforms
ML Fundamentals
Tutorial 1- Deployment of Models- Premises VS IAAS vs PAAS cloud Platforms
Krish Naik Beginner 6y ago
How To Apply Data Science In Your Domain?
ML Fundamentals
How To Apply Data Science In Your Domain?
Krish Naik Intermediate 6y ago
Tutorial 43-Random Forest Classifier and Regressor
ML Fundamentals
Tutorial 43-Random Forest Classifier and Regressor
Krish Naik Beginner 6y ago
Important Tools and Libraries Used By Data Scientist
ML Fundamentals
Important Tools and Libraries Used By Data Scientist
Krish Naik Intermediate 6y ago
Tutorial 42 - Ensemble: What is Bagging (Bootstrap Aggregation)?
ML Fundamentals
Tutorial 42 - Ensemble: What is Bagging (Bootstrap Aggregation)?
Krish Naik Beginner 6y ago
Inside TensorFlow: tf.Keras (Part 1)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: tf.Keras (Part 1)
TensorFlow Intermediate 6y ago
How To Learn Data Science Smartly?
ML Fundamentals
How To Learn Data Science Smartly?
Krish Naik Beginner 6y ago
Tutorial 22- Padding in Convolutional Neural Network
ML Fundamentals
Tutorial 22- Padding in Convolutional Neural Network
Krish Naik Beginner 6y ago
The Role of Maths in Data Science and How to Learn?
ML Fundamentals
The Role of Maths in Data Science and How to Learn?
Krish Naik Intermediate 6y ago
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Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
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Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
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Validate and Explain Your ML Models
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Validate and Explain Your ML Models
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Machine Translation
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Machine Translation
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