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
Microwaving Grapes Makes Plasma
ML Fundamentals ⚡ AI Lesson
Microwaving Grapes Makes Plasma
Veritasium Intermediate 7y ago
Construya una red neuronal para realizar la clasificación - Episodio 3
ML Fundamentals ⚡ AI Lesson
Construya una red neuronal para realizar la clasificación - Episodio 3
TensorFlow Intermediate 7y ago
Create custom Alexa Skill- Lambda function- Part2
ML Fundamentals
Create custom Alexa Skill- Lambda function- Part2
Krish Naik Intermediate 7y ago
Arizona State University Master of Computer Science Admissions Webinar
ML Fundamentals
Arizona State University Master of Computer Science Admissions Webinar
Coursera Intermediate 7y ago
K Means Clustering Intuition
ML Fundamentals
K Means Clustering Intuition
Krish Naik Intermediate 7y ago
Video Game & Complex Bokeh Blurs - Computerphile
ML Fundamentals ⚡ AI Lesson
Video Game & Complex Bokeh Blurs - Computerphile
Computerphile Intermediate 7y ago
Build a deep neural network in 4 mins with TensorFlow in Colab
ML Fundamentals ⚡ AI Lesson
Build a deep neural network in 4 mins with TensorFlow in Colab
TensorFlow Intermediate 7y ago
Why Google Cloud?  - How Google does Machine Learning from Google Cloud #4
ML Fundamentals
Why Google Cloud? - How Google does Machine Learning from Google Cloud #4
Coursera Intermediate 7y ago
Spinning Black Holes
ML Fundamentals
Spinning Black Holes
Veritasium Intermediate 7y ago
a16z Podcast | Holy Non Sequiturs, Batman: What Disruption Theory Is ... and Isn't
ML Fundamentals ⚡ AI Lesson
a16z Podcast | Holy Non Sequiturs, Batman: What Disruption Theory Is ... and Isn't
a16z Intermediate 7y ago
Advanced Flutter Project - Third BLoC, StreamControllers and Periodic Observables - Part Six
ML Fundamentals
Advanced Flutter Project - Third BLoC, StreamControllers and Periodic Observables - Part Six
Tensor Programming Intermediate 7y ago
Separable Filters and a Bauble - Computerphile
ML Fundamentals ⚡ AI Lesson
Separable Filters and a Bauble - Computerphile
Computerphile Intermediate 7y ago
Advanced Flutter Project - Filtering Contributions and Building Aesthetics - Part Five
ML Fundamentals ⚡ AI Lesson
Advanced Flutter Project - Filtering Contributions and Building Aesthetics - Part Five
Tensor Programming Intermediate 7y ago
But why is a sphere's surface area four times its shadow?
ML Fundamentals
But why is a sphere's surface area four times its shadow?
3Blue1Brown Intermediate 7y ago
Understanding choice and life in Neural networks
ML Fundamentals
Understanding choice and life in Neural networks
Fun Fun Function Intermediate 7y ago
Understanding evolution with neural networks using Pixling
ML Fundamentals
Understanding evolution with neural networks using Pixling
Fun Fun Function Intermediate 7y ago
K Nearest Neighbor classification with Intuition and practical solution
ML Fundamentals
K Nearest Neighbor classification with Intuition and practical solution
Krish Naik Intermediate 7y ago
Why Google? - How Google does Machine Learning from Google Cloud #3
ML Fundamentals
Why Google? - How Google does Machine Learning from Google Cloud #3
Coursera Intermediate 7y ago
Specialization Agenda - How Google does Machine Learning from Google Cloud #2
ML Fundamentals
Specialization Agenda - How Google does Machine Learning from Google Cloud #2
Coursera Intermediate 7y ago
GridSearchCV- Select the best hyperparameter for any Classification Model
ML Fundamentals
GridSearchCV- Select the best hyperparameter for any Classification Model
Krish Naik Intermediate 7y ago
January 30, 2019 - MCIT Online Admissions Webinar with Chris Murphy
ML Fundamentals
January 30, 2019 - MCIT Online Admissions Webinar with Chris Murphy
Coursera Intermediate 7y ago
Precision, Recall and F1-Score
ML Fundamentals
Precision, Recall and F1-Score
Krish Naik Intermediate 7y ago
Prepare su conjunto de datos para el aprendizaje automático - Episodio 2
ML Fundamentals ⚡ AI Lesson
Prepare su conjunto de datos para el aprendizaje automático - Episodio 2
TensorFlow Intermediate 7y ago
Deep learning for fundamental sciences using high-performance computing (O’Reilly AI Conference)
ML Fundamentals ⚡ AI Lesson
Deep learning for fundamental sciences using high-performance computing (O’Reilly AI Conference)
TensorFlow Intermediate 7y ago
What's your Favourite Programming Language? (sound check Q) - Computerphile
ML Fundamentals ⚡ AI Lesson
What's your Favourite Programming Language? (sound check Q) - Computerphile
Computerphile Intermediate 7y ago
Advanced Flutter Project - Adding Fonts and Fuzzy Timestamps -  Part Four
ML Fundamentals
Advanced Flutter Project - Adding Fonts and Fuzzy Timestamps - Part Four
Tensor Programming Intermediate 7y ago
Flutter Best Practices - Building a Generic BLoC Provider - Advanced Flutter Project Part Three
ML Fundamentals
Flutter Best Practices - Building a Generic BLoC Provider - Advanced Flutter Project Part Three
Tensor Programming Intermediate 7y ago
TensorFlow high-level APIs: Part 2 - going deep on data and features
ML Fundamentals ⚡ AI Lesson
TensorFlow high-level APIs: Part 2 - going deep on data and features
TensorFlow Intermediate 7y ago
Advanced Flutter Project - Adding a Second BloC - Part Two
ML Fundamentals ⚡ AI Lesson
Advanced Flutter Project - Adding a Second BloC - Part Two
Tensor Programming Intermediate 7y ago
Deep Learning Specialization by deeplearning.ai — Trailer
ML Fundamentals
Deep Learning Specialization by deeplearning.ai — Trailer
Coursera Intermediate 7y ago
TensorFlow high-level APIs: Part 1 - loading data
ML Fundamentals ⚡ AI Lesson
TensorFlow high-level APIs: Part 1 - loading data
TensorFlow Intermediate 7y ago
Machine Learning with Tensorflow on Google Cloud Platform Specialization — Trailer
ML Fundamentals
Machine Learning with Tensorflow on Google Cloud Platform Specialization — Trailer
Coursera Intermediate 7y ago
Data Science Specialization by Johns Hopkins University - Trailer
ML Fundamentals
Data Science Specialization by Johns Hopkins University - Trailer
Coursera Intermediate 7y ago
BEAST & The GPU Cluster - Computerphile
ML Fundamentals ⚡ AI Lesson
BEAST & The GPU Cluster - Computerphile
Computerphile Intermediate 7y ago
Basic Modeling for Discrete Optimization - Module 1 Summary by The University of Melbourne #8
ML Fundamentals
Basic Modeling for Discrete Optimization - Module 1 Summary by The University of Melbourne #8
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Global Constraints by The University of Melbourne #7
ML Fundamentals
Basic Modeling for Discrete Optimization - Global Constraints by The University of Melbourne #7
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Arrays and Comprehensions by University of Melbourne #6
ML Fundamentals
Basic Modeling for Discrete Optimization - Arrays and Comprehensions by University of Melbourne #6
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Modeling Objects by The University of Melbourne #5
ML Fundamentals
Basic Modeling for Discrete Optimization - Modeling Objects by The University of Melbourne #5
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Models and Instances by The University of Melbourne #4
ML Fundamentals
Basic Modeling for Discrete Optimization - Models and Instances by The University of Melbourne #4
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Third Model by The University of Melbourne #3
ML Fundamentals
Basic Modeling for Discrete Optimization - Third Model by The University of Melbourne #3
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Second Model by The University of Melbourne #2
ML Fundamentals
Basic Modeling for Discrete Optimization - Second Model by The University of Melbourne #2
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - First Steps by The University of Melbourne #1
ML Fundamentals
Basic Modeling for Discrete Optimization - First Steps by The University of Melbourne #1
Coursera Intermediate 7y ago
Basic Modeling for Discrete Optimization - Welcome to Basic Modeling by The University of Melbourne
ML Fundamentals
Basic Modeling for Discrete Optimization - Welcome to Basic Modeling by The University of Melbourne
Coursera Intermediate 7y ago
Five Firsts for Mars InSight
ML Fundamentals
Five Firsts for Mars InSight
Veritasium Intermediate 7y ago
TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
ML Fundamentals ⚡ AI Lesson
TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
TensorFlow Intermediate 7y ago
IBM Blockchain Foundation for Developers - Why blockchain is relevant for business by IBM #3
ML Fundamentals
IBM Blockchain Foundation for Developers - Why blockchain is relevant for business by IBM #3
Coursera Intermediate 7y ago
IBM Blockchain Foundation for Developers - The Problem Area by IBM #2
ML Fundamentals
IBM Blockchain Foundation for Developers - The Problem Area by IBM #2
Coursera Intermediate 7y ago
IBM Blockchain Foundation for Developers - The business backdrop by IBM #1
ML Fundamentals
IBM Blockchain Foundation for Developers - The business backdrop by IBM #1
Coursera Intermediate 7y ago
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