Foundations

ML Fundamentals

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

11,150
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
3D Prinitng Demo To Create Drone Components๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
3D Prinitng Demo To Create Drone Components๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 4y ago
The Power of Doubt & the Rise of Trust
ML Fundamentals
The Power of Doubt & the Rise of Trust
Saรฏd Business School, University of Oxford Intermediate 4y ago
How Data Science Works
ML Fundamentals โšก AI Lesson
How Data Science Works
Brandon Rohrer Intermediate 4y ago
Motivational Stories From iNeuron Meet Up
ML Fundamentals
Motivational Stories From iNeuron Meet Up
Krish Naik Intermediate 4y ago
A view from the top - Alex Gorsky in conversation with Sue Dopson
ML Fundamentals
A view from the top - Alex Gorsky in conversation with Sue Dopson
Saรฏd Business School, University of Oxford Intermediate 4y ago
WHERE NNFS?! Signed 3090 & Upcoming Content
ML Fundamentals
WHERE NNFS?! Signed 3090 & Upcoming Content
sentdex Intermediate 4y ago
Low Light Image Enhancement in Python & Keras | Pixel-like NightMode using Deep Learning - Tutorial
ML Fundamentals
Low Light Image Enhancement in Python & Keras | Pixel-like NightMode using Deep Learning - Tutorial
1littlecoder Intermediate 4y ago
Reinforcement Learning (RL) Open Source Fest 2021 | Final Presentations - Part 1
ML Fundamentals
Reinforcement Learning (RL) Open Source Fest 2021 | Final Presentations - Part 1
Microsoft Research Intermediate 4y ago
Enhancing customer experiences using Amazon Personalize - AWS Online Tech Talk
ML Fundamentals
Enhancing customer experiences using Amazon Personalize - AWS Online Tech Talk
AWS Developers Intermediate 4y ago
Titanic Survival Prediction in Python - Machine Learning Project
ML Fundamentals โšก AI Lesson
Titanic Survival Prediction in Python - Machine Learning Project
NeuralNine Intermediate 4y ago
Oh, wait, actually the best Wordle opener is not โ€œcraneโ€โ€ฆ
ML Fundamentals
Oh, wait, actually the best Wordle opener is not โ€œcraneโ€โ€ฆ
3Blue1Brown Intermediate 4y ago
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
ML Fundamentals
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
AWS Developers Intermediate 4y ago
Opening remarks: Causal Machine Learning
ML Fundamentals
Opening remarks: Causal Machine Learning
Microsoft Research Intermediate 4y ago
Impressive Python Resume Projects
ML Fundamentals
Impressive Python Resume Projects
Tech With Tim Intermediate 4y ago
covid is a counterfactual.
ML Fundamentals
covid is a counterfactual.
ritvikmath Intermediate 4y ago
Building an Open Source MLOps Stack with ZenML // Hamza Tahir // MLOps Workshop Meetup # 92
ML Fundamentals
Building an Open Source MLOps Stack with ZenML // Hamza Tahir // MLOps Workshop Meetup # 92
MLOps.community 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
Part 6: Finding the Nullspace: Solving Ax = 0 by Elimination
ML Fundamentals
Part 6: Finding the Nullspace: Solving Ax = 0 by Elimination
MIT OpenCourseWare Intermediate 4y ago
Live Podcast On Blockchain With @Telusko
ML Fundamentals
Live Podcast On Blockchain With @Telusko
Krish Naik Intermediate 4y ago
Meet Me And iNeuron Team This Sunday(13th  March)
ML Fundamentals
Meet Me And iNeuron Team This Sunday(13th March)
Krish Naik Intermediate 4y ago
Live Day 3- ARIMA,SARIMAX, Fbprophet Session
ML Fundamentals
Live Day 3- ARIMA,SARIMAX, Fbprophet Session
Krish Naik Intermediate 4y ago
Live Day 2- TimeSeries,ETS,EWMA,ARIMA,SARIMAX, Fbprophet Session
ML Fundamentals
Live Day 2- TimeSeries,ETS,EWMA,ARIMA,SARIMAX, Fbprophet Session
Krish Naik Intermediate 4y ago
Announcing Time Series Live Session With Syllabus And Prerequisites
ML Fundamentals
Announcing Time Series Live Session With Syllabus And Prerequisites
Krish Naik Intermediate 4y ago
Happy Birthday Python Programming Language๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ
ML Fundamentals
Happy Birthday Python Programming Language๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ
Krish Naik Intermediate 4y ago
Live Day 3-Live Session On EDA And Feature Engineering- Flight Price Prediction Dataset
ML Fundamentals
Live Day 3-Live Session On EDA And Feature Engineering- Flight Price Prediction Dataset
Krish Naik Intermediate 4y ago
Live Day 2-Live Session On EDA And Feature Engineering- Black Friday Dataset
ML Fundamentals
Live Day 2-Live Session On EDA And Feature Engineering- Black Friday Dataset
Krish Naik Intermediate 4y ago
Live Day 1-Live Session On EDA And Feature Engineering- Zomato Dataset
ML Fundamentals
Live Day 1-Live Session On EDA And Feature Engineering- Zomato Dataset
Krish Naik Intermediate 4y ago
Prerequisites To Attend The Live Session On EDA And Feature Engineering
ML Fundamentals
Prerequisites To Attend The Live Session On EDA And Feature Engineering
Krish Naik Intermediate 4y ago
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
ML Fundamentals
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
Krish Naik Intermediate 4y ago
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
Research talk: Building towards a responsible data economy
ML Fundamentals
Research talk: Building towards a responsible data economy
Microsoft Research Intermediate 4y ago
Opening remarks: The Future of Privacy and Security
ML Fundamentals โšก AI Lesson
Opening remarks: The Future of Privacy and Security
Microsoft Research Intermediate 4y ago
Live Day 6- Discussing KMeans,Hierarchical And DBScan Clustering Algorithms
ML Fundamentals
Live Day 6- Discussing KMeans,Hierarchical And DBScan Clustering Algorithms
Krish Naik Intermediate 4y ago
Earth In 2050
ML Fundamentals
Earth In 2050
Krish Naik Intermediate 4y ago
How To Calculate P Value In Hypothesis Testing
ML Fundamentals
How To Calculate P Value In Hypothesis Testing
Krish Naik 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 โšก 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
Live Day 2- Basic To Intermediate Statistics
ML Fundamentals
Live Day 2- Basic To Intermediate Statistics
Krish Naik Intermediate 4y ago
Important Components In A Drone
ML Fundamentals
Important Components In A Drone
Krish Naik Intermediate 4y ago
We Use Stats Everywhere!!
ML Fundamentals
We Use Stats Everywhere!!
Krish Naik Intermediate 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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H2O Gen AI Ecosystem Overview - Level 2
๐Ÿ“š Coursera Course โ†—
Self-paced
H2O Gen AI Ecosystem Overview - Level 2
Opens on Coursera โ†—
Diabetes Prediction With Pyspark MLLIB
๐Ÿ“š Coursera Course โ†—
Self-paced
Diabetes Prediction With Pyspark MLLIB
Opens on Coursera โ†—
Machine Learning with R: Build, Analyze & Predict
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning with R: Build, Analyze & Predict
Opens on Coursera โ†—
Artificial Intelligence on Microsoft Azure
๐Ÿ“š Coursera Course โ†—
Self-paced
Artificial Intelligence on Microsoft Azure
Opens on Coursera โ†—
Debug ML Code: Fix, Trace & Evaluate
๐Ÿ“š Coursera Course โ†—
Self-paced
Debug ML Code: Fix, Trace & Evaluate
Opens on Coursera โ†—
Introduction to Machine Learning with Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Machine Learning with Python
Opens on Coursera โ†—