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
Logistic Regression - VISUALIZED!
ML Fundamentals ⚡ AI Lesson
Logistic Regression - VISUALIZED!
CodeEmporium Advanced 6y ago
Business Analyst Vs Data Analyst
ML Fundamentals
Business Analyst Vs Data Analyst
Krish Naik Beginner 6y ago
Quotes #3 on Big Data and Data Science
ML Fundamentals
Quotes #3 on Big Data and Data Science
Data Professor Beginner 6y ago
Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
ML Fundamentals ⚡ AI Lesson
Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Tutorial 20- How To Import All Important Python Data Science Libraries Using Pyforest
ML Fundamentals
Tutorial 20- How To Import All Important Python Data Science Libraries Using Pyforest
Krish Naik Intermediate 6y ago
AI Playing Games: Crash Course AI #12
ML Fundamentals
AI Playing Games: Crash Course AI #12
CrashCourse Beginner 6y ago
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 ⚡ AI Lesson
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 ⚡ AI Lesson
Neural structured learning in TensorFlow (TF World '19)
TensorFlow Beginner 6y ago
Machine Learning at GitHub with Omoju Miller - #313
ML Fundamentals ⚡ AI Lesson
Machine Learning at GitHub with Omoju Miller - #313
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 ⚡ AI Lesson
RAPIDS Feature Engineering for the NFL Data Bowl
Connor Shorten 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 ⚡ AI Lesson
Reproducing Deep Learning Models
Data Skeptic Beginner 6y ago
Skillset Data Scientist, Data Engineer and Domain Expertise Should Be Strong At
ML Fundamentals
Skillset Data Scientist, Data Engineer and Domain Expertise Should Be Strong At
Krish Naik Beginner 6y ago
Tutorial 19-  Python Iterables vs Iterators
ML Fundamentals
Tutorial 19- Python Iterables vs Iterators
Krish Naik Beginner 6y ago
Top 5 Programming Language To Learn in 2020
ML Fundamentals
Top 5 Programming Language To Learn in 2020
Krish Naik Beginner 6y ago
Tutorial 18- Python Advanced String Formatting
ML Fundamentals
Tutorial 18- Python Advanced String Formatting
Krish Naik Beginner 6y ago
Tutorial 17- Python List Comprehension
ML Fundamentals
Tutorial 17- Python List Comprehension
Krish Naik Beginner 6y ago
My Path Towards 50K Subscribers
ML Fundamentals
My Path Towards 50K Subscribers
Krish Naik Intermediate 6y ago
TensorFlow World 2019 | Day 2 Livestream PM
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 2 Livestream PM
TensorFlow Beginner 6y ago
TensorFlow model optimization: Quantization and pruning (TF World '19)
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
TensorFlow Lite: Solution for running ML on-device (TF World '19)
TensorFlow Beginner 6y ago
Why Machine Learning Projects Fail In Production
ML Fundamentals
Why Machine Learning Projects Fail In Production
Krish Naik Intermediate 6y ago
Great TensorFlow Research Cloud projects from around the world (TF World '19)
ML Fundamentals ⚡ AI Lesson
Great TensorFlow Research Cloud projects from around the world (TF World '19)
TensorFlow Intermediate 6y ago
TensorFlow World 2019 | Day 1 Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 1 Livestream
TensorFlow Beginner 6y ago
Getting involved in the TensorFlow community (TF World '19)
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
TensorFlow Beginner 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
Inside TensorFlow: TensorFlow Lite
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: TensorFlow Lite
TensorFlow Beginner 6y ago
Live Q&A
ML Fundamentals
Live Q&A
Krish Naik Intermediate 6y ago
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
ML Fundamentals ⚡ AI Lesson
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
The TWIML AI Podcast with Sam Charrington Beginner 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 ⚡ AI Lesson
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 ⚡ AI Lesson
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
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