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
Thorin Tabor - Democratizing the accessibility of computational workflows | JupyterCon 2020
ML Fundamentals
Thorin Tabor - Democratizing the accessibility of computational workflows | JupyterCon 2020
JupyterCon Intermediate 5y ago
Jeffrey Mew - Supercharge your Data Science workflow | JupyterCon 2020
ML Fundamentals
Jeffrey Mew - Supercharge your Data Science workflow | JupyterCon 2020
JupyterCon Intermediate 5y ago
Inside TensorFlow: TF NumPy
ML Fundamentals
Inside TensorFlow: TF NumPy
TensorFlow Intermediate 5y ago
Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
ML Fundamentals
Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
Krish Naik Intermediate 5y ago
Saturday Live Q&A Ask Anything  Regarding Data Science
ML Fundamentals
Saturday Live Q&A Ask Anything Regarding Data Science
Krish Naik Intermediate 5y ago
๐Ÿ”ฅ Integrate Weights & Biases with PyTorch
ML Fundamentals
๐Ÿ”ฅ Integrate Weights & Biases with PyTorch
Weights & Biases Intermediate 5y ago
๐ŸŽจ Log (Almost) Anything with Weights & Biases
ML Fundamentals
๐ŸŽจ Log (Almost) Anything with Weights & Biases
Weights & Biases Intermediate 5y ago
The First Internet Worm (Morris Worm) - Computerphile
ML Fundamentals
The First Internet Worm (Morris Worm) - Computerphile
Computerphile Intermediate 5y ago
#TWIMLfest: So You Want to Teach an AI/ML Course?
ML Fundamentals
#TWIMLfest: So You Want to Teach an AI/ML Course?
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Museum leaders and the legacy of Empire
ML Fundamentals
Museum leaders and the legacy of Empire
Saรฏd Business School, University of Oxford Intermediate 5y ago
Twitter sentiment analysis by Benson Ruan - Made with TensorFlow.js
ML Fundamentals
Twitter sentiment analysis by Benson Ruan - Made with TensorFlow.js
TensorFlow Intermediate 5y ago
Schedule Python Tasks (in Windows) : Data Science Code
ML Fundamentals
Schedule Python Tasks (in Windows) : Data Science Code
ritvikmath Intermediate 5y ago
How to Build a World-Class ML Model for Melanoma Detection | Grandmaster Series E1
ML Fundamentals
How to Build a World-Class ML Model for Melanoma Detection | Grandmaster Series E1
NVIDIA Developer Intermediate 5y ago
Random Forests : Data Science Concepts
ML Fundamentals
Random Forests : Data Science Concepts
ritvikmath Intermediate 5y ago
10. Application of Machine Learning to Cardiac Imaging
ML Fundamentals
10. Application of Machine Learning to Cardiac Imaging
MIT OpenCourseWare Intermediate 5y ago
Facebook's Code Checker - Computerphile
ML Fundamentals
Facebook's Code Checker - Computerphile
Computerphile Intermediate 5y ago
#Smart Space - The new frontier
ML Fundamentals
#Smart Space - The new frontier
Saรฏd Business School, University of Oxford Intermediate 5y ago
About the Midterm exam
ML Fundamentals
About the Midterm exam
Sebastian Raschka Intermediate 5y ago
Real Time AI GESTURE RECOGNITION with Tensorflow.JS + React.JS + Fingerpose
ML Fundamentals
Real Time AI GESTURE RECOGNITION with Tensorflow.JS + React.JS + Fingerpose
Nicholas Renotte Intermediate 5y ago
The Softmax neural network layer
ML Fundamentals
The Softmax neural network layer
Brandon Rohrer Intermediate 5y ago
6.4 Splitting criteria (L06: Decision Trees)
ML Fundamentals
6.4 Splitting criteria (L06: Decision Trees)
Sebastian Raschka Intermediate 5y ago
Auto-Tuning Hyperparameters with Optuna and PyTorch
ML Fundamentals
Auto-Tuning Hyperparameters with Optuna and PyTorch
PyTorch Intermediate 5y ago
Creating an Inclusive Learning Experience
ML Fundamentals
Creating an Inclusive Learning Experience
Coursera Intermediate 5y ago
What skills should you learn outside of machine learning? | Ask me anything! (live)
ML Fundamentals
What skills should you learn outside of machine learning? | Ask me anything! (live)
Daniel Bourke Intermediate 5y ago
Interrupt handling
ML Fundamentals
Interrupt handling
Ben Eater Intermediate 5y ago
Fairness Criteria, Exploring Fairness in Machine Learning
ML Fundamentals
Fairness Criteria, Exploring Fairness in Machine Learning
MIT OpenCourseWare Intermediate 5y ago
Tutorial 4- Julia For Data Science-String In Julia Along With Indepth Functions
ML Fundamentals
Tutorial 4- Julia For Data Science-String In Julia Along With Indepth Functions
Krish Naik Intermediate 5y ago
Aleksa Milosevic on how to make your NLP app fast without hurting accuracy
ML Fundamentals
Aleksa Milosevic on how to make your NLP app fast without hurting accuracy
Weights & Biases Intermediate 5y ago
My Entrepreneur Journey- From Software Engineer To Data Scientist To Entrepreneur- Future Plans
ML Fundamentals
My Entrepreneur Journey- From Software Engineer To Data Scientist To Entrepreneur- Future Plans
Krish Naik Intermediate 5y ago
Tutorial 2- Installing Julia And Running In Jupyter Notebook
ML Fundamentals
Tutorial 2- Installing Julia And Running In Jupyter Notebook
Krish Naik Intermediate 5y ago
TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
ML Fundamentals
TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
Krish Naik Intermediate 5y ago
Touch - Less by Anders Jessen - Made with TensorFlow.js
ML Fundamentals
Touch - Less by Anders Jessen - Made with TensorFlow.js
TensorFlow Intermediate 5y ago
Top 5 Programming Languages For Data Science In 2020
ML Fundamentals
Top 5 Programming Languages For Data Science In 2020
Krish Naik Intermediate 5y ago
Cross Validation : Data Science Concepts
ML Fundamentals
Cross Validation : Data Science Concepts
ritvikmath Intermediate 5y ago
How to Prepare For Deep Learning Interviews- Important Interview Questions in ANN-Part 1๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
How to Prepare For Deep Learning Interviews- Important Interview Questions in ANN-Part 1๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Live - Understanding About GPU's- CPU VS GPU- Which GPU We Should Buy?
ML Fundamentals
Live - Understanding About GPU's- CPU VS GPU- Which GPU We Should Buy?
Krish Naik Intermediate 5y ago
Why Automation Will Not Kill Data Science Jobs?
ML Fundamentals
Why Automation Will Not Kill Data Science Jobs?
Krish Naik Intermediate 5y ago
Future Of Python-Will It be Replaced?
ML Fundamentals
Future Of Python-Will It be Replaced?
Krish Naik Intermediate 5y ago
Xgboost Classification Indepth Maths Intuition- Machine Learning Algorithms๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Xgboost Classification Indepth Maths Intuition- Machine Learning Algorithms๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Live Q&A For Aspiring  Data Scientist-Ask Any Question Regarding Data Science
ML Fundamentals
Live Q&A For Aspiring Data Scientist-Ask Any Question Regarding Data Science
Krish Naik Intermediate 5y ago
Story of Mel - Computerphile
ML Fundamentals
Story of Mel - Computerphile
Computerphile Intermediate 5y ago
Time Series Model Selection (AIC & BIC) : Time Series Talk
ML Fundamentals
Time Series Model Selection (AIC & BIC) : Time Series Talk
ritvikmath Intermediate 5y ago
Complete Roadmap To Follow To  Prepare Machine Learning With All Videos And Materials
ML Fundamentals
Complete Roadmap To Follow To Prepare Machine Learning With All Videos And Materials
Krish Naik Intermediate 5y ago
Complete Road Map To Prepare For Deep Learning๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Complete Road Map To Prepare For Deep Learning๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 5y ago
Reputation Symposium Series 2020 โ€“ Covid-19 and Geopolitics
ML Fundamentals
Reputation Symposium Series 2020 โ€“ Covid-19 and Geopolitics
Saรฏd Business School, University of Oxford Intermediate 5y ago
The Knapsack Problem & Genetic Algorithms - Computerphile
ML Fundamentals
The Knapsack Problem & Genetic Algorithms - Computerphile
Computerphile Intermediate 5y ago
Managing ML Pipelines in TensorFlow Extended with Hannes Hapke
ML Fundamentals
Managing ML Pipelines in TensorFlow Extended with Hannes Hapke
Weights & Biases Intermediate 5y ago
Leadership in Extraordinary Times: Reinventing Business and Society
ML Fundamentals
Leadership in Extraordinary Times: Reinventing Business and Society
Saรฏd Business School, University of Oxford Intermediate 5y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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GenAI for Employee Engagement: Driving Real-Time Insights
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Self-paced
GenAI for Employee Engagement: Driving Real-Time Insights
Opens on Coursera โ†—
Natural Language Processing - Deep Learning Models in Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Natural Language Processing - Deep Learning Models in Python
Opens on Coursera โ†—
Optimizing AI Workflows and Deploying Edge Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Optimizing AI Workflows and Deploying Edge Models
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Machine Learning in the Enterprise - Portuguรชs Brasileiro
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning in the Enterprise - Portuguรชs Brasileiro
Opens on Coursera โ†—
Machine Learning Operations (MLOps) with Vertex AI: Manage Features
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Machine Learning Operations (MLOps) with Vertex AI: Manage Features
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Getting started with TensorFlow 2
๐Ÿ“š Coursera Course โ†—
Self-paced
Getting started with TensorFlow 2
Opens on Coursera โ†—