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
Key steps for Designing Convolutional Neural Network(CNN) for Image Classification
ML Fundamentals
Key steps for Designing Convolutional Neural Network(CNN) for Image Classification
Analytics Vidhya Beginner 3y ago
AI over developers ? | GeeksforGeeks
ML Fundamentals
AI over developers ? | GeeksforGeeks
GeeksforGeeks Beginner 3y ago
Meet the Author: Machine Learning Design Patterns | What do ML/Research Engineers do at Google?
ML Fundamentals
Meet the Author: Machine Learning Design Patterns | What do ML/Research Engineers do at Google?
Sophia Yang Beginner 3y ago
How to do MORE with LESS - multikills
ML Fundamentals
How to do MORE with LESS - multikills
Shaw Talebi Beginner 3y ago
Hugging Face Inference Endpoints live launch event recorded on 9/27/22
ML Fundamentals
Hugging Face Inference Endpoints live launch event recorded on 9/27/22
HuggingFace Beginner 3y ago
Monitoring Unstructured Data // Aparna Dhinakaran & Jason Lopatecki // Lightning Sessions #2
ML Fundamentals
Monitoring Unstructured Data // Aparna Dhinakaran & Jason Lopatecki // Lightning Sessions #2
MLOps.community Beginner 3y ago
Complete RoadMap To Learn AIOPS or MLOPS
ML Fundamentals
Complete RoadMap To Learn AIOPS or MLOPS
Krish Naik Beginner 3y ago
Machine Learning for Everybody – Full Course
ML Fundamentals ⚡ AI Lesson
Machine Learning for Everybody – Full Course
freeCodeCamp.org Beginner 3y ago
A.I. Teaches Programming
ML Fundamentals
A.I. Teaches Programming
sentdex Beginner 3y ago
First Party Tracking Cookies
ML Fundamentals ⚡ AI Lesson
First Party Tracking Cookies
Data Skeptic Beginner 3y ago
Machine Learning Specialization: A Comprehensive Review - Worth It or Nah?
ML Fundamentals
Machine Learning Specialization: A Comprehensive Review - Worth It or Nah?
Aladdin Persson Beginner 3y ago
ESRGAN implementation from scratch
ML Fundamentals
ESRGAN implementation from scratch
Aladdin Persson Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 4 Natural Language Processing
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 4 Natural Language Processing
1littlecoder Beginner 3y ago
10 core concepts of Deep Learning - Part 2
ML Fundamentals ⚡ AI Lesson
10 core concepts of Deep Learning - Part 2
AssemblyAI Beginner 3y ago
10 core concepts of Deep Learning - Part 1
ML Fundamentals
10 core concepts of Deep Learning - Part 1
AssemblyAI Beginner 3y ago
Everyday Automation for Marketers
ML Fundamentals
Everyday Automation for Marketers
Moz Beginner 3y ago
NLP aspects in Telecommunication Industry
ML Fundamentals
NLP aspects in Telecommunication Industry
Analytics Vidhya Beginner 3y ago
The BEST Machine Learning Interview Strategy.
ML Fundamentals
The BEST Machine Learning Interview Strategy.
Underfitted Beginner 3y ago
Deep Learning Image Classification - Corn Kernels - Data Science Uncut
ML Fundamentals
Deep Learning Image Classification - Corn Kernels - Data Science Uncut
Rob Mulla Beginner 3y ago
Women in Data Science Fireside Chat with Cathy Tanimura, Eren Manavoglu and Yan Guo
ML Fundamentals
Women in Data Science Fireside Chat with Cathy Tanimura, Eren Manavoglu and Yan Guo
Microsoft Research Beginner 3y ago
AI-Generated Image Wins Art Competition | The Weekly Roundup
ML Fundamentals
AI-Generated Image Wins Art Competition | The Weekly Roundup
DataCamp Beginner 3y ago
Probability Distribution Functions - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Probability Distribution Functions - EXPLAINED!
CodeEmporium Beginner 3y ago
Lecture 14: Resonance and the S-Matrix
ML Fundamentals
Lecture 14: Resonance and the S-Matrix
MIT OpenCourseWare Beginner 3y ago
How to Learn Data Science and Have Fun - 365 Data Science v3.0 [New]
ML Fundamentals ⚡ AI Lesson
How to Learn Data Science and Have Fun - 365 Data Science v3.0 [New]
365 Data Science Beginner 3y ago
Kubernetes Operator to Accelerate Production-Ready AI
ML Fundamentals
Kubernetes Operator to Accelerate Production-Ready AI
NVIDIA Developer Beginner 3y ago
A Critical Skill People Learn Too LATE: Learning Curves In Machine Learning.
ML Fundamentals
A Critical Skill People Learn Too LATE: Learning Curves In Machine Learning.
Underfitted Beginner 3y ago
How to make your CPU as fast as a GPU - Advances in Sparsity w/ Nir Shavit
ML Fundamentals
How to make your CPU as fast as a GPU - Advances in Sparsity w/ Nir Shavit
Yannic Kilcher Beginner 3y ago
I tried to build a Python Machine Learning Streamlit App in 7 Minutes | Coding Challenge
ML Fundamentals
I tried to build a Python Machine Learning Streamlit App in 7 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Metaflow Sandbox Demo: Free Data Science Infrastructure In the Browser
ML Fundamentals ⚡ AI Lesson
Metaflow Sandbox Demo: Free Data Science Infrastructure In the Browser
Outerbounds Beginner 3y ago
Global Management Programme for Infrastructure | Indian School of Business
ML Fundamentals
Global Management Programme for Infrastructure | Indian School of Business
Coursera Beginner 3y ago
Global Management Programme for Infrastructure | Indian School of Business
ML Fundamentals
Global Management Programme for Infrastructure | Indian School of Business
Coursera Beginner 3y ago
Introduction to PyTorch
ML Fundamentals ⚡ AI Lesson
Introduction to PyTorch
PyTorch Beginner 3y ago
Introduction to On-device Machine Learning Solutions with MediaPipe
ML Fundamentals ⚡ AI Lesson
Introduction to On-device Machine Learning Solutions with MediaPipe
TensorFlow Beginner 3y ago
Random Variables - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Random Variables - EXPLAINED!
CodeEmporium Beginner 3y ago
Doing Machine Learning stuff \\ Daily Data Live Stream
ML Fundamentals
Doing Machine Learning stuff \\ Daily Data Live Stream
Nicholas Renotte Beginner 3y ago
Building makemore Part 2: MLP
ML Fundamentals ⚡ AI Lesson
Building makemore Part 2: MLP
Andrej Karpathy Beginner 3y ago
Google’s New AI: Fly INTO Photos! 🐦
ML Fundamentals
Google’s New AI: Fly INTO Photos! 🐦
Two Minute Papers Beginner 3y ago
Plex: Towards Reliability using Pretrained Large Model Extensions
ML Fundamentals
Plex: Towards Reliability using Pretrained Large Model Extensions
Cohere Beginner 3y ago
Key steps for Designing Artificial Neural Network (ANN) for Image classification #machinelearning
ML Fundamentals
Key steps for Designing Artificial Neural Network (ANN) for Image classification #machinelearning
Analytics Vidhya Beginner 3y ago
Modern Deep Learning Architecture #deeplearning  #architecture #deeplearningtutorial
ML Fundamentals
Modern Deep Learning Architecture #deeplearning #architecture #deeplearningtutorial
Analytics Vidhya Beginner 3y ago
Hands-on with A/B Testing #abtesting #datascience
ML Fundamentals ⚡ AI Lesson
Hands-on with A/B Testing #abtesting #datascience
Analytics Vidhya Beginner 3y ago
Global Management Programme in Operations and Supply Chain | Indian School of Business
ML Fundamentals
Global Management Programme in Operations and Supply Chain | Indian School of Business
Coursera Beginner 3y ago
The DataHour: Google Cloud AI/ML
ML Fundamentals
The DataHour: Google Cloud AI/ML
Analytics Vidhya Beginner 3y ago
Variational AutoEncoder Paper Walkthrough
ML Fundamentals
Variational AutoEncoder Paper Walkthrough
Aladdin Persson Beginner 3y ago
The DataHour: Energy Data Science Project from Scratch
ML Fundamentals
The DataHour: Energy Data Science Project from Scratch
Analytics Vidhya Beginner 3y ago
Machine Learning From Scratch Full course
ML Fundamentals
Machine Learning From Scratch Full course
AssemblyAI Beginner 3y ago
I can predict cars CRASHING. And it's 99% accurate!
ML Fundamentals
I can predict cars CRASHING. And it's 99% accurate!
Underfitted Beginner 3y ago
I tried to build a Machine Learning Python App in 15 Minutes | Coding Challenge
ML Fundamentals
I tried to build a Machine Learning Python App in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Cómo utilizar BigQuery ML para ejecutar inferencias
📚 Coursera Course ↗
Self-paced
Cómo utilizar BigQuery ML para ejecutar inferencias
Opens on Coursera ↗
Develop Clustering Models with Azure ML Designer
📚 Coursera Course ↗
Self-paced
Develop Clustering Models with Azure ML Designer
Opens on Coursera ↗
Cloud Based Analytics and AI Programming
📚 Coursera Course ↗
Self-paced
Cloud Based Analytics and AI Programming
Opens on Coursera ↗
Machine Learning with Spark on Google Cloud Dataproc
📚 Coursera Course ↗
Self-paced
Machine Learning with Spark on Google Cloud Dataproc
Opens on Coursera ↗
Train ML Models
📚 Coursera Course ↗
Self-paced
Train ML Models
Opens on Coursera ↗
Become AI-Ready: Deep Learning Fundamentals
📚 Coursera Course ↗
Self-paced
Become AI-Ready: Deep Learning Fundamentals
Opens on Coursera ↗