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
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Top PGDM Colleges For Data Science In India
ML Fundamentals
Top PGDM Colleges For Data Science In India
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Best Python Books To Read In 2020
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Regular Expressions - Computerphile
ML Fundamentals ⚡ AI Lesson
Regular Expressions - Computerphile
Computerphile Intermediate 6y ago
Pandas Indexing in Python : Data Science Code
ML Fundamentals
Pandas Indexing in Python : Data Science Code
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Iterators vs. Generators in Python : Data Science Code
ML Fundamentals
Iterators vs. Generators in Python : Data Science Code
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Advancing Machine Learning at Capital One with Dave Castillo - #328
ML Fundamentals ⚡ AI Lesson
Advancing Machine Learning at Capital One with Dave Castillo - #328
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Rust Memory Management - Ownership and Borrowing
ML Fundamentals ⚡ AI Lesson
Rust Memory Management - Ownership and Borrowing
Tensor Programming Intermediate 6y ago
Federated learning with TensorFlow Federated (TF World '19)
ML Fundamentals ⚡ AI Lesson
Federated learning with TensorFlow Federated (TF World '19)
TensorFlow Intermediate 6y ago
Serverless NLP Model Training
ML Fundamentals ⚡ AI Lesson
Serverless NLP Model Training
Data Skeptic Intermediate 6y ago
Automated Machine Learning with Erez Barak - #323
ML Fundamentals ⚡ AI Lesson
Automated Machine Learning with Erez Barak - #323
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Inside TensorFlow: Eager execution runtime
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Eager execution runtime
TensorFlow Intermediate 6y ago
Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52
Lex Fridman Intermediate 6y ago
t-SNE with RAPIDS (600x Speedup)
ML Fundamentals ⚡ AI Lesson
t-SNE with RAPIDS (600x Speedup)
Connor Shorten Intermediate 6y ago
Story Telling- Important Aspects In Data Science
ML Fundamentals
Story Telling- Important Aspects In Data Science
Krish Naik Intermediate 6y ago
Best Free Data Sets For Data Science Projects
ML Fundamentals
Best Free Data Sets For Data Science Projects
Krish Naik Intermediate 6y ago
Important Steps To Improve Your Programming Skills
ML Fundamentals
Important Steps To Improve Your Programming Skills
Krish Naik Intermediate 6y ago
Last Live Q&A Of 2019
ML Fundamentals
Last Live Q&A Of 2019
Krish Naik Intermediate 6y ago
Some Important Suggestions For Data Science Aspirants
ML Fundamentals
Some Important Suggestions For Data Science Aspirants
Krish Naik Intermediate 6y ago
Step By Step Understanding Of Implementing Data Science Project
ML Fundamentals
Step By Step Understanding Of Implementing Data Science Project
Krish Naik Intermediate 6y ago
Vectorization in Python : Data Science Code
ML Fundamentals
Vectorization in Python : Data Science Code
ritvikmath Intermediate 6y ago
Fresher and Experienced Professional Has This Common Question Regarding Data Science?
ML Fundamentals
Fresher and Experienced Professional Has This Common Question Regarding Data Science?
Krish Naik Intermediate 6y ago
The Power of Binary Search : Data Science Code
ML Fundamentals
The Power of Binary Search : Data Science Code
ritvikmath Intermediate 6y ago
Data Science In Cyber Security In 2020
ML Fundamentals
Data Science In Cyber Security In 2020
Krish Naik Intermediate 6y ago
Speed Up Your Code with Loop Hoisting : Data Science Code
ML Fundamentals ⚡ AI Lesson
Speed Up Your Code with Loop Hoisting : Data Science Code
ritvikmath Intermediate 6y ago
Thank You All For Sharing Your Knowledge
ML Fundamentals
Thank You All For Sharing Your Knowledge
Krish Naik Intermediate 6y ago
Data Science Q&A LIVE
ML Fundamentals
Data Science Q&A LIVE
Krish Naik Intermediate 6y ago
Best Youtube Channels To Study Data Science For Free
ML Fundamentals
Best Youtube Channels To Study Data Science For Free
Krish Naik Intermediate 6y ago
Various Roles and Responsibilities in Data Science
ML Fundamentals
Various Roles and Responsibilities in Data Science
Krish Naik Intermediate 6y ago
Data Science General Q&A
ML Fundamentals
Data Science General Q&A
Krish Naik Intermediate 6y ago
Role of Data Analyst Vs Role of Business Analyst
ML Fundamentals
Role of Data Analyst Vs Role of Business Analyst
Krish Naik Intermediate 6y ago
Perform Web Scraping On Wikipedia- Data Science
ML Fundamentals
Perform Web Scraping On Wikipedia- Data Science
Krish Naik Intermediate 6y ago
Important Points Everybody Should Know While Implementing Data Science Projects
ML Fundamentals
Important Points Everybody Should Know While Implementing Data Science Projects
Krish Naik Intermediate 6y ago
Air Quality Index Prediction- Data Collection Part 1
ML Fundamentals
Air Quality Index Prediction- Data Collection Part 1
Krish Naik Intermediate 6y ago
How to Optimize Linked In Profile For Data Scientist Jobs
ML Fundamentals
How to Optimize Linked In Profile For Data Scientist Jobs
Krish Naik Intermediate 6y ago
Crazy Matrix Multiplication Speedup : Data Science Code
ML Fundamentals
Crazy Matrix Multiplication Speedup : Data Science Code
ritvikmath Intermediate 6y ago
Hiring Process Of Data Scientist and Interns
ML Fundamentals
Hiring Process Of Data Scientist and Interns
Krish Naik Intermediate 6y ago
Best Programming Practices For Data Science
ML Fundamentals
Best Programming Practices For Data Science
Krish Naik Intermediate 6y ago
Inside TensorFlow: Graph rewriting (Macros, not functions)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Graph rewriting (Macros, not functions)
TensorFlow Intermediate 6y ago
Construire un classifieur d'images (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Construire un classifieur d'images (Coding TensorFlow en français)
TensorFlow Intermediate 6y ago
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
TensorFlow 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 ⚡ AI Lesson
Inside TensorFlow: MLIR for TF developers
TensorFlow 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 ⚡ AI Lesson
Inside TensorFlow: AutoGraph
TensorFlow Intermediate 6y ago
Standardization Vs Normalization- Feature Scaling
ML Fundamentals
Standardization Vs Normalization- Feature Scaling
Krish Naik Intermediate 6y ago
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