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
Gradient Boost Part 1 (of 4): Regression Main Ideas
ML Fundamentals
Gradient Boost Part 1 (of 4): Regression Main Ideas
StatQuest with Josh Starmer Beginner 7y ago
Behind The Scenes: Cirque du Soleil's 'VOLTA' | Ron Kellum & Bernard Petiot | Talks at Google
ML Fundamentals
Behind The Scenes: Cirque du Soleil's 'VOLTA' | Ron Kellum & Bernard Petiot | Talks at Google
Talks at Google Beginner 7y ago
Recap and Outlook - Security & Safety Challenges in a Globalized World by Universiteit Leiden #8
ML Fundamentals
Recap and Outlook - Security & Safety Challenges in a Globalized World by Universiteit Leiden #8
Coursera Beginner 7y ago
Risk Critiques - Security & Safety Challenges in a Globalized World by Universiteit Leiden #7
ML Fundamentals
Risk Critiques - Security & Safety Challenges in a Globalized World by Universiteit Leiden #7
Coursera Beginner 7y ago
Data Science, Machine Learning, and AI: What's the Difference?
ML Fundamentals
Data Science, Machine Learning, and AI: What's the Difference?
Ken Jee Beginner 7y ago
Predict Horse Races with BigQuery #ML
ML Fundamentals
Predict Horse Races with BigQuery #ML
Fireship Beginner 7y ago
PAI: Platform of A.I. in Alibaba (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
PAI: Platform of A.I. in Alibaba (TF Dev Summit '19)
TensorFlow Beginner 7y ago
Introduction to Dart for Beginners - Generics, Factories, Enums and Exceptions - Part Seven
ML Fundamentals ⚡ AI Lesson
Introduction to Dart for Beginners - Generics, Factories, Enums and Exceptions - Part Seven
Tensor Programming Beginner 7y ago
DeepWalk Explained
ML Fundamentals ⚡ AI Lesson
DeepWalk Explained
Connor Shorten Beginner 7y ago
Is AI Really a Threat: Elon Musk vs Mark Zuckerberg
ML Fundamentals
Is AI Really a Threat: Elon Musk vs Mark Zuckerberg
365 Data Science Beginner 7y ago
Cómo identificar el OVERFITTING en tu RED NEURONAL - Parte 2
ML Fundamentals
Cómo identificar el OVERFITTING en tu RED NEURONAL - Parte 2
Dot CSV Beginner 7y ago
What Do You Need to Become a Data Scientist?
ML Fundamentals
What Do You Need to Become a Data Scientist?
365 Data Science Beginner 7y ago
Exascale Deep Learning for Climate Analytics (TF Dev Summit ‘19)
ML Fundamentals ⚡ AI Lesson
Exascale Deep Learning for Climate Analytics (TF Dev Summit ‘19)
TensorFlow Beginner 7y ago
How Hard is Computer Science - My Computer Science Degree (First Year)
ML Fundamentals
How Hard is Computer Science - My Computer Science Degree (First Year)
Tech With Tim Beginner 7y ago
Best Resources for Learning Machine Learning? What Is ML Anyway? Q&A with ML Engineers!
ML Fundamentals
Best Resources for Learning Machine Learning? What Is ML Anyway? Q&A with ML Engineers!
CS Dojo Beginner 7y ago
Introduction to Dart for Beginners - Scope, Iterators, Functional Programming - Part Six
ML Fundamentals
Introduction to Dart for Beginners - Scope, Iterators, Functional Programming - Part Six
Tensor Programming Beginner 7y ago
Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
ML Fundamentals
Getting Started With IBM Watson Studio Machine Learning - Part 1 - Predicting Used Car Prices
Nicholas Renotte Beginner 7y ago
Scaling Machine Learning on Graphs at LinkedIn with Hema Raghavan and Scott Meyer - TWiML Talk #236
ML Fundamentals ⚡ AI Lesson
Scaling Machine Learning on Graphs at LinkedIn with Hema Raghavan and Scott Meyer - TWiML Talk #236
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
The Evolution of AI in Search – Arnold Overwijk
ML Fundamentals ⚡ AI Lesson
The Evolution of AI in Search – Arnold Overwijk
Yoast Beginner 7y ago
Introducing Weights & Biases
ML Fundamentals
Introducing Weights & Biases
Weights & Biases Beginner 7y ago
Protection - Security & Safety Challenges in a Globalized World by Universiteit Leiden #5
ML Fundamentals
Protection - Security & Safety Challenges in a Globalized World by Universiteit Leiden #5
Coursera Beginner 7y ago
What is Security? - Security & Safety Challenges in a Globalized World by Universiteit Leiden #4
ML Fundamentals
What is Security? - Security & Safety Challenges in a Globalized World by Universiteit Leiden #4
Coursera Beginner 7y ago
Crowdsourcing - Security & Safety Challenges in a Globalized World by Universiteit Leiden #3
ML Fundamentals
Crowdsourcing - Security & Safety Challenges in a Globalized World by Universiteit Leiden #3
Coursera Beginner 7y ago
Wicked Problems - Security & Safety Challenges in a Globalized World by Universiteit Leiden #2
ML Fundamentals
Wicked Problems - Security & Safety Challenges in a Globalized World by Universiteit Leiden #2
Coursera Beginner 7y ago
Introduction to Security & Safety Challenges in a Globalized World by Universiteit Leiden #1
ML Fundamentals
Introduction to Security & Safety Challenges in a Globalized World by Universiteit Leiden #1
Coursera Beginner 7y ago
Improving Text In Tensorflow (TF Dev Summit ‘19)
ML Fundamentals ⚡ AI Lesson
Improving Text In Tensorflow (TF Dev Summit ‘19)
TensorFlow Beginner 7y ago
Building a Visual Debugging Tool for ML - TF.js in Interactive Visual Analytics (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
Building a Visual Debugging Tool for ML - TF.js in Interactive Visual Analytics (TF Dev Summit '19)
TensorFlow Beginner 7y ago
TensorFlow.jl: A Julia Front End to the TensorFlow World (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow.jl: A Julia Front End to the TensorFlow World (TF Dev Summit '19)
TensorFlow Beginner 7y ago
Democratizing Ultrasound via ML (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
Democratizing Ultrasound via ML (TF Dev Summit '19)
TensorFlow Beginner 7y ago
Powered by TensorFlow: helping paleographers transcribe medieval text using machine learning
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: helping paleographers transcribe medieval text using machine learning
TensorFlow Beginner 7y ago
TensorFlow Extended (TFX) Overview and Pre-training Workflow (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Extended (TFX) Overview and Pre-training Workflow (TF Dev Summit '19)
TensorFlow Beginner 7y ago
TensorFlow Extended (TFX) Post-training Workflow (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Extended (TFX) Post-training Workflow (TF Dev Summit '19)
TensorFlow Beginner 7y ago
TensorFlow Probability: Learning with confidence (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Probability: Learning with confidence (TF Dev Summit '19)
TensorFlow Beginner 7y ago
TensorFlow Hub: Reusable Machine Learning (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Hub: Reusable Machine Learning (TF Dev Summit '19)
TensorFlow Beginner 7y ago
TensorFlow Dev Summit 2019 Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow Dev Summit 2019 Livestream
TensorFlow Beginner 7y ago
Introducing TensorFlow 2.0 and its high-level APIs (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
Introducing TensorFlow 2.0 and its high-level APIs (TF Dev Summit '19)
TensorFlow Beginner 7y ago
Swift for TensorFlow: The Next-Generation Machine Learning Framework (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
Swift for TensorFlow: The Next-Generation Machine Learning Framework (TF Dev Summit '19)
TensorFlow Beginner 7y ago
What's new in TensorBoard (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
What's new in TensorBoard (TF Dev Summit '19)
TensorFlow Beginner 7y ago
tf.function and Autograph (TF Dev Summit ‘19)
ML Fundamentals ⚡ AI Lesson
tf.function and Autograph (TF Dev Summit ‘19)
TensorFlow Beginner 7y ago
TensorFlow Lite (TF Dev Summit ‘19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite (TF Dev Summit ‘19)
TensorFlow Beginner 7y ago
Powered by TensorFlow: Airbnb uses machine learning to help categorize its listing photos
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Airbnb uses machine learning to help categorize its listing photos
TensorFlow Beginner 7y ago
Meet Your Instructor - Google Cloud Platform Big Data and Machine Learning Fundamentals #4
ML Fundamentals
Meet Your Instructor - Google Cloud Platform Big Data and Machine Learning Fundamentals #4
Coursera Beginner 7y ago
Getting Started with Qwiklabs - Google Cloud Platform Big Data and Machine Learning Fundamentals #3
ML Fundamentals
Getting Started with Qwiklabs - Google Cloud Platform Big Data and Machine Learning Fundamentals #3
Coursera Beginner 7y ago
GCP Course Overview & Agenda - Google Cloud Platform Big Data and Machine Learning Fundamentals #2
ML Fundamentals
GCP Course Overview & Agenda - Google Cloud Platform Big Data and Machine Learning Fundamentals #2
Coursera Beginner 7y ago
Welcome to Big Data and Machine Learning Fundamentals from Google Cloud #1
ML Fundamentals
Welcome to Big Data and Machine Learning Fundamentals from Google Cloud #1
Coursera Beginner 7y ago
Get started with using TensorFlow to solve for regression problems (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Get started with using TensorFlow to solve for regression problems (Coding TensorFlow)
TensorFlow Beginner 7y ago
Machine learning developers - TensorFlow Dev Summit '19 is here!
ML Fundamentals ⚡ AI Lesson
Machine learning developers - TensorFlow Dev Summit '19 is here!
TensorFlow Beginner 7y ago
Upgrade your existing code for TensorFlow 2.0 (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
Upgrade your existing code for TensorFlow 2.0 (Coding TensorFlow)
TensorFlow Beginner 7y ago
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I:  Concepts
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Self-paced
Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts
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Foundational Mathematics for AI
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Self-paced
Foundational Mathematics for AI
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Apply Test-Driven ML Code
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Self-paced
Apply Test-Driven ML Code
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Responsible AI: Applying AI Principles with GC - Français
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Self-paced
Responsible AI: Applying AI Principles with GC - Français
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Build your first Machine Learning Pipeline using Dataiku
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Self-paced
Build your first Machine Learning Pipeline using Dataiku
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Start Neural Networks Advanced Model Architectures
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Self-paced
Start Neural Networks Advanced Model Architectures
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