Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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lessons
Skills in this topic
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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
Expressions versus statements? The future of functional programming (with Steve Krouse)
ML Fundamentals
Expressions versus statements? The future of functional programming (with Steve Krouse)
Fun Fun Function Beginner 6y ago
Unlocking the power of ML for your JavaScript applications with TensorFlow.js (TF World '19)
ML Fundamentals
Unlocking the power of ML for your JavaScript applications with TensorFlow.js (TF World '19)
TensorFlow Intermediate 6y ago
Neural structured learning in TensorFlow (TF World '19)
ML Fundamentals
Neural structured learning in TensorFlow (TF World '19)
TensorFlow Beginner 6y ago
Machine Learning at GitHub with Omoju Miller - #313
ML Fundamentals
Machine Learning at GitHub with Omoju Miller - #313
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Why Machine Learning Projects Fail In Production
ML Fundamentals
Why Machine Learning Projects Fail In Production
Krish Naik Intermediate 6y ago
Tutorial 4- Deployment Of ML Models In AWS EC2 Instance
ML Fundamentals
Tutorial 4- Deployment Of ML Models In AWS EC2 Instance
Krish Naik Intermediate 6y ago
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
ML Fundamentals
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Build dumb shit - the value of useless things - a talk by Sara Vieira
ML Fundamentals
Build dumb shit - the value of useless things - a talk by Sara Vieira
Fun Fun Function Intermediate 6y ago
RAPIDS Feature Engineering for the NFL Data Bowl
ML Fundamentals
RAPIDS Feature Engineering for the NFL Data Bowl
Connor Shorten Beginner 6y ago
Why Trees Are Out to Get You
ML Fundamentals
Why Trees Are Out to Get You
Veritasium Beginner 6y ago
ASU's Online Master of Computer Science - Live Q&A webinar - October 2019
ML Fundamentals
ASU's Online Master of Computer Science - Live Q&A webinar - October 2019
Coursera Intermediate 6y ago
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
ML Fundamentals
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
Black Mixture Beginner 6y ago
Reproducing Deep Learning Models
ML Fundamentals
Reproducing Deep Learning Models
Data Skeptic Beginner 6y ago
SVM (Support Vector Machine) in Python - Machine Learning From Scratch 07 - Python Tutorial
ML Fundamentals
SVM (Support Vector Machine) in Python - Machine Learning From Scratch 07 - Python Tutorial
Patrick Loeber Beginner 6y ago
Python Beginner Tutorial #1 - Installation and First Program
ML Fundamentals
Python Beginner Tutorial #1 - Installation and First Program
NeuralNine Beginner 6y ago
Symbolic AI: Crash Course AI #10
ML Fundamentals
Symbolic AI: Crash Course AI #10
CrashCourse Beginner 6y ago
Optic Flow Solutions - Computerphile
ML Fundamentals
Optic Flow Solutions - Computerphile
Computerphile Intermediate 6y ago
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
ML Fundamentals
Introduction to Machine Learning | | Learning ML with Scikit | Iris Dataset
The AI Guy Beginner 6y ago
TensorFlow World 2019 | Day 2 Livestream PM
ML Fundamentals
TensorFlow World 2019 | Day 2 Livestream PM
TensorFlow Beginner 6y ago
TensorFlow model optimization: Quantization and pruning (TF World '19)
ML Fundamentals
TensorFlow model optimization: Quantization and pruning (TF World '19)
TensorFlow Advanced 6y ago
TensorFlow Lite: Solution for running ML on-device (TF World '19)
ML Fundamentals
TensorFlow Lite: Solution for running ML on-device (TF World '19)
TensorFlow Beginner 6y ago
Great TensorFlow Research Cloud projects from around the world (TF World '19)
ML Fundamentals
Great TensorFlow Research Cloud projects from around the world (TF World '19)
TensorFlow Intermediate 6y ago
TensorFlow World 2019 | Day 1 Livestream
ML Fundamentals
TensorFlow World 2019 | Day 1 Livestream
TensorFlow Beginner 6y ago
Getting involved in the TensorFlow community (TF World '19)
ML Fundamentals
Getting involved in the TensorFlow community (TF World '19)
TensorFlow Intermediate 6y ago
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
ML Fundamentals
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
TensorFlow Beginner 6y ago
Swift for TensorFlow (TF World '19)
ML Fundamentals
Swift for TensorFlow (TF World '19)
TensorFlow Advanced 6y ago
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
ML Fundamentals
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
TensorFlow Beginner 6y ago
Inside TensorFlow: TensorFlow Lite
ML Fundamentals
Inside TensorFlow: TensorFlow Lite
TensorFlow Beginner 6y ago
Live Q&A
ML Fundamentals
Live Q&A
Krish Naik Intermediate 6y ago
Top 5 Python IDEs For Data Science
ML Fundamentals
Top 5 Python IDEs For Data Science
Krish Naik Intermediate 6y ago
How To Review An Online Course For Data Science
ML Fundamentals
How To Review An Online Course For Data Science
Krish Naik Intermediate 6y ago
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
ML Fundamentals
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
ML Fundamentals
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
TensorFlow Beginner 6y ago
Will AutoML Replace Data Scientist Job? Myth
ML Fundamentals
Will AutoML Replace Data Scientist Job? Myth
Krish Naik Intermediate 6y ago
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
ML Fundamentals
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
Fun Fun Function Beginner 6y ago
Future Scope Of Data Science
ML Fundamentals
Future Scope Of Data Science
Krish Naik Intermediate 6y ago
Never Give Up- My Story
ML Fundamentals
Never Give Up- My Story
Krish Naik Intermediate 6y ago
Tutorial 16- Filter Functions In Python
ML Fundamentals
Tutorial 16- Filter Functions In Python
Krish Naik Beginner 6y ago
Tutorial 15- Map Functions using Python
ML Fundamentals
Tutorial 15- Map Functions using Python
Krish Naik Beginner 6y ago
Tutorial 14 - List Comprehension using Python
ML Fundamentals
Tutorial 14 - List Comprehension using Python
Krish Naik Beginner 6y ago
Tutorial 13- Python Lambda Functions
ML Fundamentals
Tutorial 13- Python Lambda Functions
Krish Naik Beginner 6y ago
Non Technical Skills That We Must Have As A Data Scientist
ML Fundamentals
Non Technical Skills That We Must Have As A Data Scientist
Krish Naik Intermediate 6y ago
How To Implement A Real World Usecase or Project For Data Science
ML Fundamentals
How To Implement A Real World Usecase or Project For Data Science
Krish Naik Intermediate 6y ago
Steps To Get Jobs as Data Scientist For Freshers and Experienced Professionals
ML Fundamentals
Steps To Get Jobs as Data Scientist For Freshers and Experienced Professionals
Krish Naik Intermediate 6y ago
Tutorial 12- Python Functions, Positional and Keywords Arguments
ML Fundamentals
Tutorial 12- Python Functions, Positional and Keywords Arguments
Krish Naik Beginner 6y ago
My Path From Dot Net Developer To Data Scientist- Motivation
ML Fundamentals
My Path From Dot Net Developer To Data Scientist- Motivation
Krish Naik Intermediate 6y ago
Automated Machine Learning In Python (Automl)
ML Fundamentals
Automated Machine Learning In Python (Automl)
Krish Naik Intermediate 6y ago
Top 3 Skillset In Data Science That We Should Have
ML Fundamentals
Top 3 Skillset In Data Science That We Should Have
Krish Naik Intermediate 6y ago
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