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
Announcing Live Classes And Course-A-Thon In One Neuron Platform
ML Fundamentals
Announcing Live Classes And Course-A-Thon In One Neuron Platform
Krish Naik Intermediate 4y ago
Opening remarks: Causal Machine Learning
ML Fundamentals
Opening remarks: Causal Machine Learning
Microsoft Research Intermediate 4y ago
Research talk: Building towards a responsible data economy
ML Fundamentals
Research talk: Building towards a responsible data economy
Microsoft Research Intermediate 4y ago
covid is a counterfactual.
ML Fundamentals
covid is a counterfactual.
ritvikmath Intermediate 4y ago
Earth In 2050
ML Fundamentals
Earth In 2050
Krish Naik Intermediate 4y ago
Build a Culture of ML Testing and Model Quality // Mohamed Elgendy // MLOps Coffee Sessions #76
ML Fundamentals
Build a Culture of ML Testing and Model Quality // Mohamed Elgendy // MLOps Coffee Sessions #76
MLOps.community Intermediate 4y ago
Just Build It! Tips for Making ML Engineering and MLOps Real // Andy McMahon // MLOps Meetup #91
ML Fundamentals ⚡ AI Lesson
Just Build It! Tips for Making ML Engineering and MLOps Real // Andy McMahon // MLOps Meetup #91
MLOps.community Intermediate 4y ago
Bayesians, Frequentists, and Parallel Universes
ML Fundamentals ⚡ AI Lesson
Bayesians, Frequentists, and Parallel Universes
ritvikmath Intermediate 4y ago
BUILDING PRODUCTION ML PIPELINES FOR PYTORCH MODELS | VAIBHAV SINGH & RAJESH THALLAM
ML Fundamentals
BUILDING PRODUCTION ML PIPELINES FOR PYTORCH MODELS | VAIBHAV SINGH & RAJESH THALLAM
PyTorch Intermediate 4y ago
Jupyter and the Evolution of ML Tooling with Brian Granger - #544
ML Fundamentals ⚡ AI Lesson
Jupyter and the Evolution of ML Tooling with Brian Granger - #544
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
Oxford MBA virtual open day December 2021 - welcome session
ML Fundamentals
Oxford MBA virtual open day December 2021 - welcome session
Saïd Business School, University of Oxford Intermediate 4y ago
Oxford MBA virtual open day December 2021 - Career Development Centre
ML Fundamentals ⚡ AI Lesson
Oxford MBA virtual open day December 2021 - Career Development Centre
Saïd Business School, University of Oxford Intermediate 4y ago
Blue Futurology Innovation Project: Driveway Dangers
ML Fundamentals
Blue Futurology Innovation Project: Driveway Dangers
Creator Academy Australia Intermediate 4y ago
Building Machine Learning Applications Fast
ML Fundamentals
Building Machine Learning Applications Fast
HuggingFace Intermediate 4y ago
Showcase your model demos with 🤗 Spaces
ML Fundamentals
Showcase your model demos with 🤗 Spaces
HuggingFace Intermediate 4y ago
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
ML Fundamentals ⚡ AI Lesson
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
DeepLearningAI Intermediate 4y ago
Live Code Along: Machine Learning with XGBoost in Python
ML Fundamentals
Live Code Along: Machine Learning with XGBoost in Python
DataCamp Intermediate 4y ago
Efficient model design for in-app inferencing with Nsight DL Designer
ML Fundamentals
Efficient model design for in-app inferencing with Nsight DL Designer
NVIDIA Developer Intermediate 4y ago
Exploring the FastAI Tooling Ecosystem with Hamel Husain - #532
ML Fundamentals ⚡ AI Lesson
Exploring the FastAI Tooling Ecosystem with Hamel Husain - #532
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
Opening remarks: The Future of Privacy and Security
ML Fundamentals ⚡ AI Lesson
Opening remarks: The Future of Privacy and Security
Microsoft Research Intermediate 4y ago
Live Day 7- Summarizing Statistics With Python In Data Science
ML Fundamentals
Live Day 7- Summarizing Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Live Day 6- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 6- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Live Day 5- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 5- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Live Day 4- Advance Statistics With Python In Data Science
ML Fundamentals
Live Day 4- Advance Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
Vision Of OneNeuron Platform- How We Are Solving All Your Problems?
ML Fundamentals
Vision Of OneNeuron Platform- How We Are Solving All Your Problems?
Krish Naik Intermediate 4y ago
Fireside chat: Opportunities and challenges in human-oriented AI
ML Fundamentals
Fireside chat: Opportunities and challenges in human-oriented AI
Microsoft Research Intermediate 4y ago
Demo: User-centric graph for building intelligence and Meeting Insights
ML Fundamentals
Demo: User-centric graph for building intelligence and Meeting Insights
Microsoft Research Intermediate 4y ago
Panel: The future of human-AI collaboration
ML Fundamentals ⚡ AI Lesson
Panel: The future of human-AI collaboration
Microsoft Research Intermediate 4y ago
Panel: Experiments, models, inference and algorithms: Learning from experts who do it all
ML Fundamentals
Panel: Experiments, models, inference and algorithms: Learning from experts who do it all
Microsoft Research Intermediate 4y ago
Live Day 3- Intermediate Statistics With Python In Data Science
ML Fundamentals
Live Day 3- Intermediate Statistics With Python In Data Science
Krish Naik Intermediate 4y ago
We Use Stats Everywhere!!
ML Fundamentals
We Use Stats Everywhere!!
Krish Naik Intermediate 4y ago
Designing Drones For Programming
ML Fundamentals
Designing Drones For Programming
Krish Naik Intermediate 4y ago
Road From 0-500K Subscribers-Special Video
ML Fundamentals
Road From 0-500K Subscribers-Special Video
Krish Naik Intermediate 4y ago
All The Job Offers That I Had In My Career
ML Fundamentals
All The Job Offers That I Had In My Career
Krish Naik Intermediate 4y ago
Complete Roadmap For Becoming A Blockchain Developer In 2022
ML Fundamentals
Complete Roadmap For Becoming A Blockchain Developer In 2022
Krish Naik Intermediate 4y ago
@GitHub Sent Me This Gift- Github Star Awards⭐⭐⭐⭐
ML Fundamentals
@GitHub Sent Me This Gift- Github Star Awards⭐⭐⭐⭐
Krish Naik Intermediate 4y ago
Technology That Can Create An Impact In 2022
ML Fundamentals
Technology That Can Create An Impact In 2022
Krish Naik Intermediate 4y ago
DIABLo: a Deep Individual-Agnostic Binaural Localizer
ML Fundamentals ⚡ AI Lesson
DIABLo: a Deep Individual-Agnostic Binaural Localizer
Microsoft Research Intermediate 4y ago
Does OneNeuron Include Full Stack Data Scientist Course?
ML Fundamentals
Does OneNeuron Include Full Stack Data Scientist Course?
Krish Naik Intermediate 4y ago
Roles And Responsibilities Of Devops Engineer- Highest Paid Salary
ML Fundamentals
Roles And Responsibilities Of Devops Engineer- Highest Paid Salary
Krish Naik Intermediate 4y ago
Roles And Responsibilities Of An AI Engineer
ML Fundamentals
Roles And Responsibilities Of An AI Engineer
Krish Naik Intermediate 4y ago
Companies That Has Regular Job Openings For Data Science
ML Fundamentals
Companies That Has Regular Job Openings For Data Science
Krish Naik Intermediate 4y ago
Face Matching Application Using Deep Learning End to End Implementation
ML Fundamentals
Face Matching Application Using Deep Learning End to End Implementation
Krish Naik Intermediate 4y ago
Continuous Delivery for Machine Learning article by Martin Fowler // Coffee Session short clip #53
ML Fundamentals
Continuous Delivery for Machine Learning article by Martin Fowler // Coffee Session short clip #53
MLOps.community Intermediate 4y ago
Data Quality Test // David Aponte // Coffee Session short clip #53
ML Fundamentals ⚡ AI Lesson
Data Quality Test // David Aponte // Coffee Session short clip #53
MLOps.community Intermediate 4y ago
3 Ways To Efficiently Increase Your Salary In Data Science Job Switch
ML Fundamentals
3 Ways To Efficiently Increase Your Salary In Data Science Job Switch
Krish Naik Intermediate 4y ago
How the Cops Use Calculus to Catch You Speeding
ML Fundamentals
How the Cops Use Calculus to Catch You Speeding
ritvikmath Intermediate 4y ago
FastNeRF: High-Fidelity Neural Rendering at 200FPS  [Extended]
ML Fundamentals
FastNeRF: High-Fidelity Neural Rendering at 200FPS [Extended]
Microsoft Research Intermediate 4y ago
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AWS Certified AI Practitioner (AIF-C01)
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