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
AutoXGB - Automated ML with xgboost + optuna + fastapi | Kaggle Demo
ML Fundamentals
AutoXGB - Automated ML with xgboost + optuna + fastapi | Kaggle Demo
1littlecoder Beginner 4y ago
Self Driving Cars using Udacity Car Simulator - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Self Driving Cars using Udacity Car Simulator - Made with TensorFlow.js
TensorFlow Beginner 4y ago
Machine Learning with JAX - From Hero to HeroPro+ | Tutorial #2
ML Fundamentals ⚡ AI Lesson
Machine Learning with JAX - From Hero to HeroPro+ | Tutorial #2
Aleksa Gordić - The AI Epiphany Beginner 4y ago
Suggest Me Some Ideas Give Aways
ML Fundamentals
Suggest Me Some Ideas Give Aways
Krish Naik Beginner 4y ago
Making OSS Machine Learning communities more diverse | Keynote
ML Fundamentals ⚡ AI Lesson
Making OSS Machine Learning communities more diverse | Keynote
TensorFlow Beginner 4y ago
Python – Different Ways To Import Module From Different Directory
ML Fundamentals
Python – Different Ways To Import Module From Different Directory
Krish Naik Beginner 4y ago
W&B Paper Reading Group: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
ML Fundamentals ⚡ AI Lesson
W&B Paper Reading Group: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Weights & Biases Beginner 4y ago
ML Tests // Svet Penkov // Coffee Sessions #61
ML Fundamentals
ML Tests // Svet Penkov // Coffee Sessions #61
MLOps.community Beginner 4y ago
Data Scientist answers Most Google Questions on Machine Learning
ML Fundamentals ⚡ AI Lesson
Data Scientist answers Most Google Questions on Machine Learning
CodeEmporium Beginner 4y ago
Diploma in Financial Strategy Taster Lecture: Mergers, Acquisitions and Joint Ventures
ML Fundamentals
Diploma in Financial Strategy Taster Lecture: Mergers, Acquisitions and Joint Ventures
Saïd Business School, University of Oxford Beginner 4y ago
Fireside Chat with Shadab Khan - AI in Healthcare and Data Science Career Tips
ML Fundamentals ⚡ AI Lesson
Fireside Chat with Shadab Khan - AI in Healthcare and Data Science Career Tips
Imaad Mohamed Khan Beginner 4y ago
How To Web Scrape & Download Images With Python
ML Fundamentals
How To Web Scrape & Download Images With Python
Tech With Tim Beginner 4y ago
Pete Warden, Tensor Flow's Tech Lead on reducing ML model size for mobile and embedded devices
ML Fundamentals
Pete Warden, Tensor Flow's Tech Lead on reducing ML model size for mobile and embedded devices
Weights & Biases Beginner 4y ago
Adapt this pattern to solve many Machine Learning problems
ML Fundamentals ⚡ AI Lesson
Adapt this pattern to solve many Machine Learning problems
Data School Beginner 4y ago
Metaflow GUI for monitoring machine learning workflows
ML Fundamentals ⚡ AI Lesson
Metaflow GUI for monitoring machine learning workflows
Outerbounds Beginner 4y ago
Using technology to facilitate COVID-19 vaccinations in India with Bhavesh Bhatt #IamaGDE
ML Fundamentals
Using technology to facilitate COVID-19 vaccinations in India with Bhavesh Bhatt #IamaGDE
Google for Developers Beginner 4y ago
Tune multiple models simultaneously with GridSearchCV
ML Fundamentals ⚡ AI Lesson
Tune multiple models simultaneously with GridSearchCV
Data School Beginner 4y ago
Not enough data for deep learning? Try this with your #Python code #shorts
ML Fundamentals ⚡ AI Lesson
Not enough data for deep learning? Try this with your #Python code #shorts
Nicholas Renotte Beginner 4y ago
Interview and Q&A with Jenny Sabin, Creator of the Ada Installation in Microsoft Building 99
ML Fundamentals ⚡ AI Lesson
Interview and Q&A with Jenny Sabin, Creator of the Ada Installation in Microsoft Building 99
Microsoft Research Beginner 4y ago
Math you need as a Data Scientist
ML Fundamentals ⚡ AI Lesson
Math you need as a Data Scientist
CodeEmporium Beginner 4y ago
LinkedIn Job Recommendations // Alexandre Patry // Coffee Sessions #60
ML Fundamentals ⚡ AI Lesson
LinkedIn Job Recommendations // Alexandre Patry // Coffee Sessions #60
MLOps.community Beginner 4y ago
Should You Still Learn ML In 2022?
ML Fundamentals
Should You Still Learn ML In 2022?
Patrick Loeber Beginner 4y ago
Deep learning in 5 minutes | What is deep learning?
ML Fundamentals
Deep learning in 5 minutes | What is deep learning?
AssemblyAI Beginner 4y ago
Scope , Salary, Status of a Data Scientists
ML Fundamentals
Scope , Salary, Status of a Data Scientists
Entri Coding മലയാളം Beginner 4y ago
Machine Learning Tutorial Python - 21: Ensemble Learning - Bagging
ML Fundamentals
Machine Learning Tutorial Python - 21: Ensemble Learning - Bagging
codebasics Beginner 4y ago
Build and Deploy a Machine Learning App in 2 Minutes
ML Fundamentals
Build and Deploy a Machine Learning App in 2 Minutes
HuggingFace Beginner 4y ago
Machine Learning Tutorial Python - 20: Bias vs Variance In Machine Learning
ML Fundamentals ⚡ 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 ⚡ 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 ⚡ AI Lesson
How You Should Split Your Datasets in Machine Learning
NeuralNine Beginner 4y ago
I'm a developer, how can I become an ML developer? | Breakout session
ML Fundamentals ⚡ AI Lesson
I'm a developer, how can I become an ML developer? | Breakout session
TensorFlow Beginner 4y ago
Why diversity matters in Machine Learning communities | Keynote
ML Fundamentals ⚡ AI Lesson
Why diversity matters in Machine Learning communities | Keynote
TensorFlow Beginner 4y ago
How to get started in Machine Learning | Breakout session
ML Fundamentals ⚡ AI Lesson
How to get started in Machine Learning | Breakout session
TensorFlow Beginner 4y ago
Get involved in Machine Learning
ML Fundamentals ⚡ AI Lesson
Get involved in Machine Learning
TensorFlow Beginner 4y ago
From being the only woman in the room to empowering the next generation | Fireside chat
ML Fundamentals ⚡ AI Lesson
From being the only woman in the room to empowering the next generation | Fireside chat
TensorFlow Beginner 4y ago
Top takeaways from Women in Machine Learning Symposium 2021
ML Fundamentals ⚡ AI Lesson
Top takeaways from Women in Machine Learning Symposium 2021
TensorFlow Beginner 4y ago
Why Sample Variance is Divided by n-1
ML Fundamentals
Why Sample Variance is Divided by n-1
Krish Naik Beginner 4y ago
Reasons Why Your Resume May Not Get Selected?
ML Fundamentals
Reasons Why Your Resume May Not Get Selected?
Krish Naik Beginner 4y ago
Visualizing autoencoders - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Visualizing autoencoders - Made with TensorFlow.js
TensorFlow Beginner 4y ago
PyTorch Book Reading - 9. Creating an End to End tumor classifier & Deploying to Production.
ML Fundamentals
PyTorch Book Reading - 9. Creating an End to End tumor classifier & Deploying to Production.
Weights & Biases Beginner 4y ago
Learn From These Experienced Data Scientist Resumes
ML Fundamentals
Learn From These Experienced Data Scientist Resumes
Krish Naik Beginner 4y ago
End to End MLOps Basics // Raviraja Ganta // MLOps Meetup #82
ML Fundamentals
End to End MLOps Basics // Raviraja Ganta // MLOps Meetup #82
MLOps.community Beginner 4y ago
Access part of a Pipeline using slicing
ML Fundamentals ⚡ AI Lesson
Access part of a Pipeline using slicing
Data School Beginner 4y ago
What Can You Learn From Internships?🤩🤩🤩🤩
ML Fundamentals
What Can You Learn From Internships?🤩🤩🤩🤩
Krish Naik Beginner 4y ago
Classifying satellite imagery - Made with TensorFlow.js
ML Fundamentals ⚡ 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 ⚡ AI Lesson
Women in Machine Learning Symposium 2021 livestream
TensorFlow Beginner 4y ago
Tune the parameters of a VotingClassifer or VotingRegressor
ML Fundamentals ⚡ AI Lesson
Tune the parameters of a VotingClassifer or VotingRegressor
Data School Beginner 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
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Introduction to Data Structures and Algorithmic Foundations
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Introduction to Data Structures and Algorithmic Foundations
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Production Machine Learning Systems - Français
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Production Machine Learning Systems - Français
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Foundations for Machine Learning
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Foundations for Machine Learning
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Advanced Machine Learning, Big Data, and Deep Learning
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Advanced Machine Learning, Big Data, and Deep Learning
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Advanced CNNs, Transfer Learning, and Recurrent Networks
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Advanced CNNs, Transfer Learning, and Recurrent Networks
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What is Product Lifecycle Management?
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What is Product Lifecycle Management?
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