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
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
ML Fundamentals
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
TensorFlow Intermediate 6y ago
Assembly language vs. machine code — 6502 part 3
ML Fundamentals
Assembly language vs. machine code — 6502 part 3
Ben Eater Intermediate 6y ago
Apply Data Science Technique In Your Domain
ML Fundamentals
Apply Data Science Technique In Your Domain
Krish Naik Intermediate 6y ago
What Are Data Products?
ML Fundamentals
What Are Data Products?
Krish Naik Intermediate 6y ago
Inside TensorFlow: MLIR for TF developers
ML Fundamentals
Inside TensorFlow: MLIR for TF developers
TensorFlow Intermediate 6y ago
t-SNE with RAPIDS (600x Speedup)
ML Fundamentals
t-SNE with RAPIDS (600x Speedup)
Connor Shorten Intermediate 6y ago
PyTorch in Robotics - Yisong Yue, Caltech
ML Fundamentals
PyTorch in Robotics - Yisong Yue, Caltech
PyTorch Intermediate 6y ago
First Contact (Internet at 50) - Computerphile
ML Fundamentals
First Contact (Internet at 50) - Computerphile
Computerphile Intermediate 6y ago
How do CPUs read machine code? — 6502 part 2
ML Fundamentals
How do CPUs read machine code? — 6502 part 2
Ben Eater Intermediate 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
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
Optic Flow Solutions - Computerphile
ML Fundamentals
Optic Flow Solutions - Computerphile
Computerphile Intermediate 6y ago
Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308
ML Fundamentals
Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Inverse Transform Sampling : Data Science Concepts
ML Fundamentals
Inverse Transform Sampling : Data Science Concepts
ritvikmath Intermediate 6y ago
How To Become Freelancer Data Scientist
ML Fundamentals
How To Become Freelancer Data Scientist
Krish Naik Intermediate 6y ago
My Experience In Service Based and Product Based Company
ML Fundamentals
My Experience In Service Based and Product Based Company
Krish Naik Intermediate 6y ago
What Can We Do After Engineering? Career Guidance(MBA or MTech or Masters or UPSC)
ML Fundamentals
What Can We Do After Engineering? Career Guidance(MBA or MTech or Masters or UPSC)
Krish Naik Intermediate 6y ago
Inside TensorFlow: AutoGraph
ML Fundamentals
Inside TensorFlow: AutoGraph
TensorFlow Intermediate 6y ago
Standardization Vs Normalization- Feature Scaling
ML Fundamentals
Standardization Vs Normalization- Feature Scaling
Krish Naik Intermediate 6y ago
Tutorial 21- Python OOPS Tutorial- Classes, Variables, Methods and Objects
ML Fundamentals
Tutorial 21- Python OOPS Tutorial- Classes, Variables, Methods and Objects
Krish Naik Intermediate 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
My Path Towards 50K Subscribers
ML Fundamentals
My Path Towards 50K Subscribers
Krish Naik Intermediate 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
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
Great TensorFlow Research Cloud projects from around the world (TF World '19)
TensorFlow Intermediate 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
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
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
Will AutoML Replace Data Scientist Job? Myth
ML Fundamentals
Will AutoML Replace Data Scientist Job? Myth
Krish Naik Intermediate 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
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
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
Optical Flow - Computerphile
ML Fundamentals
Optical Flow - Computerphile
Computerphile Intermediate 6y ago
How To Go Ahead in Writing Research Papers
ML Fundamentals
How To Go Ahead in Writing Research Papers
Krish Naik Intermediate 6y ago
How To Apply And Get Internship For Data Science Opportunities
ML Fundamentals
How To Apply And Get Internship For Data Science Opportunities
Krish Naik Intermediate 6y ago
Porting Compilers - Computerphile
ML Fundamentals
Porting Compilers - Computerphile
Computerphile Intermediate 6y ago
Fast.ai Course and Why We Should Learn It?
ML Fundamentals
Fast.ai Course and Why We Should Learn It?
Krish Naik Intermediate 6y ago
How Did I Learn Deep Learning in 2.5 months?
ML Fundamentals
How Did I Learn Deep Learning in 2.5 months?
Krish Naik Intermediate 6y ago
Live Q&A- Answering your Questions.
ML Fundamentals
Live Q&A- Answering your Questions.
Krish Naik Intermediate 6y ago
Halting Problem in Python - Computerphile
ML Fundamentals
Halting Problem in Python - Computerphile
Computerphile Intermediate 6y ago
Why Data Structures Are Important For Every Programmer?
ML Fundamentals
Why Data Structures Are Important For Every Programmer?
Krish Naik Intermediate 6y ago
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