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
Getting started with text classification
ML Fundamentals ⚡ AI Lesson
Getting started with text classification
TensorFlow Beginner 4y ago
Adding audio classification to your mobile app with a pre-trained model
ML Fundamentals ⚡ AI Lesson
Adding audio classification to your mobile app with a pre-trained model
TensorFlow Beginner 4y ago
What is CuDNN?
ML Fundamentals
What is CuDNN?
Roboflow Beginner 4y ago
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
ML Fundamentals
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
MLOps.community Beginner 4y ago
# 62 From Predictions to Decisions (with Dan Becker)
ML Fundamentals
# 62 From Predictions to Decisions (with Dan Becker)
DataCamp Beginner 4y ago
The ONE weird technique I used to learn DATA SCIENCE in 3 months
ML Fundamentals ⚡ AI Lesson
The ONE weird technique I used to learn DATA SCIENCE in 3 months
Nicholas Renotte Beginner 4y ago
Whether We Should Reduce False Positive Or Negative In Confusion Matrix-Machine Learning Interviews
ML Fundamentals
Whether We Should Reduce False Positive Or Negative In Confusion Matrix-Machine Learning Interviews
Krish Naik Beginner 4y ago
3 Important Things To Focus On Data Science #shorts
ML Fundamentals
3 Important Things To Focus On Data Science #shorts
Krish Naik Intermediate 4y ago
How do I stay updated in Data Science?
ML Fundamentals ⚡ AI Lesson
How do I stay updated in Data Science?
codebasics Beginner 4y ago
Log normal distribution | Math, Statistics for data science, machine learning
ML Fundamentals
Log normal distribution | Math, Statistics for data science, machine learning
codebasics Beginner 4y ago
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
ML Fundamentals
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
MLOps.community Beginner 4y ago
Sean Taylor — Business Decision Problems
ML Fundamentals
Sean Taylor — Business Decision Problems
Weights & Biases Beginner 4y ago
SBS and Africa Past Present and Future
ML Fundamentals ⚡ AI Lesson
SBS and Africa Past Present and Future
Saïd Business School, University of Oxford Intermediate 4y ago
Good governance through peaceful, inclusive societies and regional partnerships
ML Fundamentals
Good governance through peaceful, inclusive societies and regional partnerships
Saïd Business School, University of Oxford Intermediate 4y ago
Ranking Methods : Data Science Concepts
ML Fundamentals
Ranking Methods : Data Science Concepts
ritvikmath Beginner 4y ago
What is Google Cloud AutoML?
ML Fundamentals
What is Google Cloud AutoML?
Roboflow Beginner 4y ago
Probabilistic Numeric CNNs with Roberto Bondesan - #482
ML Fundamentals ⚡ AI Lesson
Probabilistic Numeric CNNs with Roberto Bondesan - #482
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
How An Infinite Hotel Ran Out Of Room
ML Fundamentals
How An Infinite Hotel Ran Out Of Room
Veritasium Intermediate 4y ago
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
ML Fundamentals
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
Aladdin Persson Beginner 4y ago
AI re-lighting to match with any background
ML Fundamentals
AI re-lighting to match with any background
What's AI by Louis-François Bouchard Beginner 4y ago
GNN Project #2 - Creating a Custom Dataset in Pytorch Geometric
ML Fundamentals
GNN Project #2 - Creating a Custom Dataset in Pytorch Geometric
DeepFindr Intermediate 4y ago
A quick trick for computing eigenvalues | Chapter 15, Essence of linear algebra
ML Fundamentals
A quick trick for computing eigenvalues | Chapter 15, Essence of linear algebra
3Blue1Brown Intermediate 4y ago
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
ML Fundamentals
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
Aladdin Persson Beginner 4y ago
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
ML Fundamentals
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
DeepLearningAI Beginner 4y ago
What is the Inverse of a Matrix ??? : Data Science Basics
ML Fundamentals
What is the Inverse of a Matrix ??? : Data Science Basics
ritvikmath Beginner 4y ago
I'm out of Academia
ML Fundamentals ⚡ AI Lesson
I'm out of Academia
Yannic Kilcher Beginner 4y ago
Knowledge Distillation as Semiparametric Inference
ML Fundamentals
Knowledge Distillation as Semiparametric Inference
Microsoft Research Advanced 4y ago
Understand ANY Machine Learning Model
ML Fundamentals ⚡ AI Lesson
Understand ANY Machine Learning Model
CodeEmporium Beginner 4y ago
¿Cómo Desarrollar una APP de Inteligencia Artificial? - Entrevista a AvatART
ML Fundamentals
¿Cómo Desarrollar una APP de Inteligencia Artificial? - Entrevista a AvatART
Dot CSV Beginner 4y ago
DATA SCIENCE Is All About Continuous Learning #shorts
ML Fundamentals
DATA SCIENCE Is All About Continuous Learning #shorts
Krish Naik Beginner 4y ago
Achieving the SDGs: A Deep Dive in Successes, Challenges and Way Forward
ML Fundamentals
Achieving the SDGs: A Deep Dive in Successes, Challenges and Way Forward
Saïd Business School, University of Oxford Intermediate 4y ago
Most Important Skills In Data Science For Jobs #shorts
ML Fundamentals
Most Important Skills In Data Science For Jobs #shorts
Krish Naik Intermediate 4y ago
How Sudhanshu And iNeuron Team Overcome COVID- Precaution To Be Taken-Stay Safe
ML Fundamentals
How Sudhanshu And iNeuron Team Overcome COVID- Precaution To Be Taken-Stay Safe
Krish Naik Intermediate 4y ago
Using a TensorFlow Python MIRNet model in Node.js - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Using a TensorFlow Python MIRNet model in Node.js - Made with TensorFlow.js
TensorFlow Advanced 4y ago
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
ML Fundamentals
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
MLOps.community Beginner 4y ago
How To Start Data Science From My Channel- Follow This Order Of Playlist
ML Fundamentals
How To Start Data Science From My Channel- Follow This Order Of Playlist
Krish Naik Beginner 4y ago
1000+ VideosRegarding Data Science,ML,DL Uploaded In My Channel In 2.5 years🥳 🥳 🥳 🥳 🥳
ML Fundamentals
1000+ VideosRegarding Data Science,ML,DL Uploaded In My Channel In 2.5 years🥳 🥳 🥳 🥳 🥳
Krish Naik Intermediate 4y ago
5 Number Summary And How To handle Outliers Using IQR-Statistics
ML Fundamentals
5 Number Summary And How To handle Outliers Using IQR-Statistics
Krish Naik Intermediate 4y ago
Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
ML Fundamentals
Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
Krish Naik Beginner 4y ago
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
ML Fundamentals
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
MLOps.community Beginner 4y ago
50+ Successful Transition Stories To Data Science In 2 months- Ft Ineuron Team ✨🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
ML Fundamentals
50+ Successful Transition Stories To Data Science In 2 months- Ft Ineuron Team ✨🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
Krish Naik Intermediate 4y ago
Top 25 Machine Learning & AI Hackathons To Move To Data Science
ML Fundamentals
Top 25 Machine Learning & AI Hackathons To Move To Data Science
Krish Naik Beginner 4y ago
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
ML Fundamentals
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
MLOps.community Beginner 4y ago
Rank of a Matrix : Data Science Basics
ML Fundamentals
Rank of a Matrix : Data Science Basics
ritvikmath Beginner 4y ago
10 Tips To Learn Python Efficiently And Effectively
ML Fundamentals
10 Tips To Learn Python Efficiently And Effectively
Krish Naik Beginner 4y ago
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
ML Fundamentals
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
MLOps.community Beginner 4y ago
Sunday Live Q&A Ask Anything Related Data Science
ML Fundamentals
Sunday Live Q&A Ask Anything Related Data Science
Krish Naik Intermediate 4y ago
Bernoulli distribution- Mean, Variance And Standard Deviation OF Bernoulli distribution
ML Fundamentals
Bernoulli distribution- Mean, Variance And Standard Deviation OF Bernoulli distribution
Krish Naik Intermediate 4y ago
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Machine/Deep Learning for Mining Quality Prediction-Enhanced
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Machine/Deep Learning for Mining Quality Prediction-Enhanced
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Fundamental Linear Algebra Concepts with Python
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Fundamental Linear Algebra Concepts with Python
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Advanced Machine Learning with R: Apply & Predict
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Advanced Machine Learning with R: Apply & Predict
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Data Science Fundamentals Part 1: Unit 1
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Self-paced
Data Science Fundamentals Part 1: Unit 1
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Automate ML Pipelines for Peak Performance
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Self-paced
Automate ML Pipelines for Peak Performance
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ML Pipelines on Google Cloud - Português
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Self-paced
ML Pipelines on Google Cloud - Português
Opens on Coursera ↗