Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
What Can You Learn From Internships?๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ
ML Fundamentals
What Can You Learn From Internships?๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ
Krish Naik Beginner 4y ago
Classifying satellite imagery - Made with TensorFlow.js
ML Fundamentals โšก AI Lesson
Classifying satellite imagery - Made with TensorFlow.js
TensorFlow Beginner 4y ago
What We Can Learn From These Resumes For Data Science?
ML Fundamentals
What We Can Learn From These Resumes For Data Science?
Krish Naik Beginner 4y ago
Women in Machine Learning Symposium 2021 livestream
ML Fundamentals โšก AI Lesson
Women in Machine Learning Symposium 2021 livestream
TensorFlow Beginner 4y ago
Tune the parameters of a VotingClassifer or VotingRegressor
ML Fundamentals โšก AI Lesson
Tune the parameters of a VotingClassifer or VotingRegressor
Data School Beginner 4y ago
Machine Learning Tutorial Python - 20: Bias vs Variance In Machine Learning
ML Fundamentals โšก AI Lesson
Machine Learning Tutorial Python - 20: Bias vs Variance In Machine Learning
codebasics Beginner 4y ago
Build 4 Python Automation Projects With Machine Learning
ML Fundamentals โšก AI Lesson
Build 4 Python Automation Projects With Machine Learning
Patrick Loeber Beginner 4y ago
How You Should Split Your Datasets in Machine Learning
ML Fundamentals โšก AI Lesson
How You Should Split Your Datasets in Machine Learning
NeuralNine Beginner 4y ago
Reimagining Digital Customer Engagement  - AWS Online Tech Talks
ML Fundamentals โšก AI Lesson
Reimagining Digital Customer Engagement - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Deploy Highly Personalized Shopping Experiences in Time for Black Friday - AWS Online Tech Talks
ML Fundamentals โšก AI Lesson
Deploy Highly Personalized Shopping Experiences in Time for Black Friday - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Learning to Ponder: Memory in Deep Neural Networks - #528
ML Fundamentals โšก AI Lesson
Learning to Ponder: Memory in Deep Neural Networks - #528
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Feast Feature Store Deep Dive // Felix Wang //  MLOps Meetup #81
ML Fundamentals
Feast Feature Store Deep Dive // Felix Wang // MLOps Meetup #81
MLOps.community Beginner 4y ago
What you should do during a Data Science Internship
ML Fundamentals โšก AI Lesson
What you should do during a Data Science Internship
CodeEmporium Beginner 4y ago
#73 Scaling AI Adoption in Financial Services (with Shameek Kundu)
ML Fundamentals โšก AI Lesson
#73 Scaling AI Adoption in Financial Services (with Shameek Kundu)
DataCamp Beginner 4y ago
PyTorch Book Reading - 8. U-net, Image Segmentation and Image Augmentations in PyTorch
ML Fundamentals
PyTorch Book Reading - 8. U-net, Image Segmentation and Image Augmentations in PyTorch
Weights & Biases Beginner 4y ago
How to code neural networks without math*
ML Fundamentals
How to code neural networks without math*
Daniel Bourke Beginner 4y ago
Build a Deep Facial Recognition App // Part 7 - Real Time Predictions with OpenCV // #Python
ML Fundamentals
Build a Deep Facial Recognition App // Part 7 - Real Time Predictions with OpenCV // #Python
Nicholas Renotte Beginner 4y ago
Accelerating AI Innovation by Optimizing Infrastructure. With Dr. Muthian Sivathanu
ML Fundamentals โšก AI Lesson
Accelerating AI Innovation by Optimizing Infrastructure. With Dr. Muthian Sivathanu
Microsoft Research Beginner 4y ago
Solving Kaggle with PyCaret AutoML - Automated Machine Learning Tutorial
ML Fundamentals
Solving Kaggle with PyCaret AutoML - Automated Machine Learning Tutorial
1littlecoder Beginner 4y ago
Ensemble multiple models using VotingClassifer or VotingRegressor
ML Fundamentals
Ensemble multiple models using VotingClassifer or VotingRegressor
Data School Beginner 4y ago
Build a Deep Facial Recognition App // Part 6 - Making Facial Recognition Predictions // #Python
ML Fundamentals
Build a Deep Facial Recognition App // Part 6 - Making Facial Recognition Predictions // #Python
Nicholas Renotte Beginner 4y ago
Can we simulate a real robot?
ML Fundamentals
Can we simulate a real robot?
sentdex Advanced 4y ago
How mlctl Helps Intuit's Workflow // Srivathsan Canchi // Coffee Sessions # 50 short clip
ML Fundamentals
How mlctl Helps Intuit's Workflow // Srivathsan Canchi // Coffee Sessions # 50 short clip
MLOps.community Beginner 4y ago
Newtonโ€™s fractal (which Newton knew nothing about)
ML Fundamentals
Newtonโ€™s fractal (which Newton knew nothing about)
3Blue1Brown Beginner 4y ago
Plotly graphs and figures
ML Fundamentals
Plotly graphs and figures
DataCamp Intermediate 4y ago
PyTorch Book Reading - 7. Training a Tumor classifier
ML Fundamentals
PyTorch Book Reading - 7. Training a Tumor classifier
Weights & Biases Beginner 4y ago
How Al is Changing Marketing and SEO (And How to Use it In Your Business)
ML Fundamentals
How Al is Changing Marketing and SEO (And How to Use it In Your Business)
Neil Patel Beginner 4y ago
Machine Learning Tutorial Python - 19: Principal Component Analysis (PCA) with Python Code
ML Fundamentals
Machine Learning Tutorial Python - 19: Principal Component Analysis (PCA) with Python Code
codebasics Beginner 4y ago
UIUC's Online Master's in Computer Science MCS & MCS-DS Degrees Webinar
ML Fundamentals
UIUC's Online Master's in Computer Science MCS & MCS-DS Degrees Webinar
Coursera Beginner 4y ago
Deep Learning is Eating 5G. Hereโ€™s How, w/ Joseph Soriaga - #525
ML Fundamentals โšก AI Lesson
Deep Learning is Eating 5G. Hereโ€™s How, w/ Joseph Soriaga - #525
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)
ML Fundamentals
Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)
Yannic Kilcher Beginner 4y ago
1. Introduction and Matrix Multiplication
ML Fundamentals
1. Introduction and Matrix Multiplication
MIT OpenCourseWare Beginner 4y ago
How to Install Ubuntu in Windows 10 with WSL2-Windows Subsystem for Linux
ML Fundamentals
How to Install Ubuntu in Windows 10 with WSL2-Windows Subsystem for Linux
Krish Naik Intermediate 4y ago
Complete Implementation Of Perceptron In Deep Learning Using Python From Scratch
ML Fundamentals
Complete Implementation Of Perceptron In Deep Learning Using Python From Scratch
Krish Naik Beginner 4y ago
Implementation Of Perceptron In Deep Learning Using Python From Scratch- Part 1- Ft: Sunny
ML Fundamentals
Implementation Of Perceptron In Deep Learning Using Python From Scratch- Part 1- Ft: Sunny
Krish Naik Beginner 4y ago
Complete Feature Engineering And EDA In Data Science in 31 Videos
ML Fundamentals
Complete Feature Engineering And EDA In Data Science in 31 Videos
Krish Naik Intermediate 4y ago
Meet iNeuron Team
ML Fundamentals
Meet iNeuron Team
Krish Naik Intermediate 4y ago
Announcing Google's Machine Learning Virtual Community Day
ML Fundamentals โšก AI Lesson
Announcing Google's Machine Learning Virtual Community Day
TensorFlow Intermediate 4y ago
How Vishwa Made A Successful Career From A Fresher To Data Science
ML Fundamentals
How Vishwa Made A Successful Career From A Fresher To Data Science
Krish Naik Intermediate 4y ago
Create feature interactions using PolynomialFeatures
ML Fundamentals
Create feature interactions using PolynomialFeatures
Data School Beginner 4y ago
Self-Service Machine Learning with Amazon Redshift - AWS Virtual Workshop
ML Fundamentals
Self-Service Machine Learning with Amazon Redshift - AWS Virtual Workshop
AWS Developers Intermediate 4y ago
Data Selection for Data-Centric AI: Data Quality Over Quantity // Cody Coleman //Coffee Sessions#59
ML Fundamentals
Data Selection for Data-Centric AI: Data Quality Over Quantity // Cody Coleman //Coffee Sessions#59
MLOps.community Beginner 4y ago
Remote Work Vs Working From Office- Which Is Good For Longer Run?
ML Fundamentals
Remote Work Vs Working From Office- Which Is Good For Longer Run?
Krish Naik Intermediate 4y ago
Why Companies Hire Less Data Scientist In College Placements? For 2nd Tier And 3rd Tier
ML Fundamentals
Why Companies Hire Less Data Scientist In College Placements? For 2nd Tier And 3rd Tier
Krish Naik Intermediate 4y ago
Live Q&A- Ask Anything Related Data Science
ML Fundamentals
Live Q&A- Ask Anything Related Data Science
Krish Naik Intermediate 4y ago
Whatโ€™s New In Python 3.10? Discussing All The New Features
ML Fundamentals
Whatโ€™s New In Python 3.10? Discussing All The New Features
Krish Naik Intermediate 4y ago
10 Types of Features your Location ML Model is Missing // Anne Cocos // Coffee Sessions #58
ML Fundamentals โšก AI Lesson
10 Types of Features your Location ML Model is Missing // Anne Cocos // Coffee Sessions #58
MLOps.community Beginner 4y ago
Speed up GridSearchCV using parallel processing
ML Fundamentals
Speed up GridSearchCV using parallel processing
Data School Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Intermediate Python and OOP
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Self-paced
Intermediate Python and OOP
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Natural Language Processing - Deep Learning Models in Python
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Natural Language Processing - Deep Learning Models in Python
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Machine Learning Essentials for Business and Technical Decision Makers
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Self-paced
Machine Learning Essentials for Business and Technical Decision Makers
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VLSI CAD Part II: Layout
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Self-paced
VLSI CAD Part II: Layout
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Principles of Data Science
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Principles of Data Science
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Tune HNSW
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Self-paced
Tune HNSW
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