Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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lessons
Skills in this topic
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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
How to create machine learning based games ๐Ÿ‘ฉโ€๐Ÿ’ป #programming #technology #software #opensource
ML Fundamentals
How to create machine learning based games ๐Ÿ‘ฉโ€๐Ÿ’ป #programming #technology #software #opensource
Coding with Lewis Beginner 4y ago
Starcraft 2 AI with Python - Introduction (p.1)
ML Fundamentals โšก AI Lesson
Starcraft 2 AI with Python - Introduction (p.1)
sentdex Beginner 4y ago
Precision and Recall in Machine Learning
ML Fundamentals
Precision and Recall in Machine Learning
Roboflow Beginner 4y ago
Jensen Huang โ€” NVIDIA's CEO on the Next Generation of AI and MLOps
ML Fundamentals
Jensen Huang โ€” NVIDIA's CEO on the Next Generation of AI and MLOps
Weights & Biases Beginner 4y ago
TorchStudio - Pytorch IDE - Deep Learning GUI for Pytorch Installation Tutorial
ML Fundamentals
TorchStudio - Pytorch IDE - Deep Learning GUI for Pytorch Installation Tutorial
1littlecoder Beginner 4y ago
Let's Play Pictionary with Machine Learning!
ML Fundamentals
Let's Play Pictionary with Machine Learning!
HuggingFace Beginner 4y ago
Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84
ML Fundamentals โšก AI Lesson
Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84
MLOps.community Beginner 4y ago
Causal Inference in Deep Learning (Podcast Overview with Brady Neal)
ML Fundamentals โšก AI Lesson
Causal Inference in Deep Learning (Podcast Overview with Brady Neal)
Connor Shorten Beginner 4y ago
Are Online Courses Inferior to University Courses? - Coursera/Edx/Udemy
ML Fundamentals โšก AI Lesson
Are Online Courses Inferior to University Courses? - Coursera/Edx/Udemy
Aladdin Persson Beginner 4y ago
This is one of the easiest ways to use machine learning #programming #technology #machinelearning
ML Fundamentals
This is one of the easiest ways to use machine learning #programming #technology #machinelearning
Coding with Lewis Beginner 4y ago
Conditional Random Fields : Data Science Concepts
ML Fundamentals
Conditional Random Fields : Data Science Concepts
ritvikmath Beginner 4y ago
Future Computers Will Be Radically Different (Analog Computing)
ML Fundamentals
Future Computers Will Be Radically Different (Analog Computing)
Veritasium Beginner 4y ago
Global Master's in ELT Leadership Admissions webinar
ML Fundamentals
Global Master's in ELT Leadership Admissions webinar
Coursera Beginner 4y ago
Deep Learning - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Deep Learning - Deep Learning Dictionary
deeplizard Beginner 4y ago
Simple Linear Regression in Python
ML Fundamentals
Simple Linear Regression in Python
Real Python Beginner 4y ago
A Repulsion Simulation! But Why? ๐Ÿฐ
ML Fundamentals
A Repulsion Simulation! But Why? ๐Ÿฐ
Two Minute Papers Beginner 4y ago
How the Tech giants are using our data for their business | Amazon |Google | Entri
ML Fundamentals โšก AI Lesson
How the Tech giants are using our data for their business | Amazon |Google | Entri
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 4y ago
Python Pong AI Tutorial - Using NEAT
ML Fundamentals
Python Pong AI Tutorial - Using NEAT
Tech With Tim Beginner 4y ago
Mitigating Risks in Cloud Native Applications
ML Fundamentals
Mitigating Risks in Cloud Native Applications
The New Stack Beginner 4y ago
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
ML Fundamentals
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
AssemblyAI Beginner 4y ago
Machine Learning - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Machine Learning - Deep Learning Dictionary
deeplizard Beginner 4y ago
Map Your Success - in conversation with Kathryn Bishop
ML Fundamentals
Map Your Success - in conversation with Kathryn Bishop
Saรฏd Business School, University of Oxford Beginner 4y ago
Ratings and Rankings -- Using Deep Learning When Class Labels Have A Natural Order
ML Fundamentals
Ratings and Rankings -- Using Deep Learning When Class Labels Have A Natural Order
Sebastian Raschka Beginner 4y ago
All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)
ML Fundamentals โšก AI Lesson
All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)
Yannic Kilcher Beginner 4y ago
W&B Fastbook Reading Group โ€” Fastai Documentation Sprint w/ Zach Mueller
ML Fundamentals โšก AI Lesson
W&B Fastbook Reading Group โ€” Fastai Documentation Sprint w/ Zach Mueller
Weights & Biases Beginner 4y ago
Tracking Elephant Clusters
ML Fundamentals โšก AI Lesson
Tracking Elephant Clusters
Data Skeptic Beginner 4y ago
How to transition into a career in ML/AI
ML Fundamentals โšก AI Lesson
How to transition into a career in ML/AI
DeepLearningAI Beginner 4y ago
Skills Required for a DATA Analyst. | Python , JavaScript, NodeJS etc.
ML Fundamentals
Skills Required for a DATA Analyst. | Python , JavaScript, NodeJS etc.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 4y ago
9 Google Search Tips for Machine Learning
ML Fundamentals
9 Google Search Tips for Machine Learning
Automata Learning Lab Beginner 4y ago
Neural Networks Summary: All hyperparameters
ML Fundamentals
Neural Networks Summary: All hyperparameters
AssemblyAI Beginner 4y ago
Decision Trees are more powerful than you think
ML Fundamentals โšก AI Lesson
Decision Trees are more powerful than you think
CodeEmporium Beginner 4y ago
Announcing Next Community Session 7 Days Live Session From 17th Feb
ML Fundamentals
Announcing Next Community Session 7 Days Live Session From 17th Feb
Krish Naik Beginner 4y ago
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
ML Fundamentals โšก AI Lesson
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
sentdex Beginner 4y ago
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
ML Fundamentals
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
Krish Naik Beginner 4y ago
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
ML Fundamentals
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
Microsoft Research Beginner 4y ago
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
ML Fundamentals
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
Microsoft Research Beginner 4y ago
NLP with TF Keras and HF Transformers with Merve Noyan
ML Fundamentals โšก AI Lesson
NLP with TF Keras and HF Transformers with Merve Noyan
Weights & Biases Beginner 4y ago
Narrow AI vs. AGI - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Narrow AI vs. AGI - Deep Learning Dictionary
deeplizard Beginner 4y ago
Research talk: AI in medical imaging: Whatโ€™s next?
ML Fundamentals
Research talk: AI in medical imaging: Whatโ€™s next?
Microsoft Research Beginner 4y ago
Research talk: Decrypting the secret of gene regulation with AI
ML Fundamentals โšก AI Lesson
Research talk: Decrypting the secret of gene regulation with AI
Microsoft Research Beginner 4y ago
Closing remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Closing remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Opening remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Opening remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Closing remarks: Causal Machine Learning
ML Fundamentals
Closing remarks: Causal Machine Learning
Microsoft Research Beginner 4y ago
Research talk: Causal ML and fairness
ML Fundamentals โšก AI Lesson
Research talk: Causal ML and fairness
Microsoft Research Beginner 4y ago
Research talk: Can causal learning improve the privacy of ML models?
ML Fundamentals
Research talk: Can causal learning improve the privacy of ML models?
Microsoft Research Beginner 4y ago
Research talk: Causal ML and business
ML Fundamentals โšก AI Lesson
Research talk: Causal ML and business
Microsoft Research Beginner 4y ago
Research talk: Challenges and opportunities in causal machine learning
ML Fundamentals
Research talk: Challenges and opportunities in causal machine learning
Microsoft Research Beginner 4y ago
Research talk: Privacy in machine learning research at Microsoft
ML Fundamentals
Research talk: Privacy in machine learning research at Microsoft
Microsoft Research Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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 Unsupervised Machine Learning
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Self-paced
Unsupervised Machine Learning
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Applied Machine Learning with Python
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Self-paced
Applied Machine Learning with Python
Opens on Coursera โ†—
Survey of Data Science
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Self-paced
Survey of Data Science
Opens on Coursera โ†—
MongoDB Aggregation Framework
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Self-paced
MongoDB Aggregation Framework
Opens on Coursera โ†—
KALKรœLรœS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
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Self-paced
KALKรœLรœS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
Opens on Coursera โ†—
Deploy, Manage, and Orchestrate Your Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Deploy, Manage, and Orchestrate Your Models
Opens on Coursera โ†—