Foundations

ML Fundamentals

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

3831
lessons
Skills in this topic
View full skill map โ†’
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
W&B Study Group: fastai w/ Hugging Face
ML Fundamentals
W&B Study Group: fastai w/ Hugging Face
Weights & Biases Intermediate 4y ago
Data Scientist Opening In Tredence For Fresher And Experienced- Apply You Will Get Lucky
ML Fundamentals
Data Scientist Opening In Tredence For Fresher And Experienced- Apply You Will Get Lucky
Krish Naik Intermediate 4y ago
Making Money As A Data Scientist- How I Doubled My Income๐Ÿ’ฒ ๐Ÿ’ฒ ๐Ÿ’ฒ ๐Ÿ’ฒ
ML Fundamentals
Making Money As A Data Scientist- How I Doubled My Income๐Ÿ’ฒ ๐Ÿ’ฒ ๐Ÿ’ฒ ๐Ÿ’ฒ
Krish Naik Intermediate 4y ago
Bridging the Employability Gap
ML Fundamentals
Bridging the Employability Gap
Coursera Intermediate 4y ago
Content-based filtering & collaborative filtering (Building recommendation systems with TensorFlow)
ML Fundamentals
Content-based filtering & collaborative filtering (Building recommendation systems with TensorFlow)
TensorFlow Intermediate 4y ago
problems that solve themselves #shorts
ML Fundamentals
problems that solve themselves #shorts
ritvikmath Intermediate 4y ago
Who's Telling the Truth? Using "Gobble" - Computerphile
ML Fundamentals
Who's Telling the Truth? Using "Gobble" - Computerphile
Computerphile Intermediate 4y ago
Data Scientist Noob Vs Pro #shorts
ML Fundamentals
Data Scientist Noob Vs Pro #shorts
CodeEmporium Intermediate 4y ago
what does a marathon look like to a bird? #shorts
ML Fundamentals
what does a marathon look like to a bird? #shorts
ritvikmath Intermediate 4y ago
Oxford Saรฏd Giving Day 2021
ML Fundamentals
Oxford Saรฏd Giving Day 2021
Saรฏd Business School, University of Oxford Intermediate 4y ago
TFLite delegates
ML Fundamentals
TFLite delegates
TensorFlow Intermediate 4y ago
Process Documents Faster Using AWS Machine Learning - AWS Online Tech Talks
ML Fundamentals
Process Documents Faster Using AWS Machine Learning - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Introducing New AWS Local Zones in Boston, Houston, and Miami for Low Latency Workloads
ML Fundamentals
Introducing New AWS Local Zones in Boston, Houston, and Miami for Low Latency Workloads
AWS Developers Intermediate 4y ago
Oxford Saรฏd Giving Day 2021
ML Fundamentals
Oxford Saรฏd Giving Day 2021
Saรฏd Business School, University of Oxford Intermediate 4y ago
AugLy - Data Augmentation for Deep Learning | Python Library | Applied Machine Learning
ML Fundamentals
AugLy - Data Augmentation for Deep Learning | Python Library | Applied Machine Learning
1littlecoder Intermediate 4y ago
Types of PDF - Computerphile
ML Fundamentals
Types of PDF - Computerphile
Computerphile Intermediate 4y ago
Educating Clients on Uncertainty // Adam Sroka // MLOps Coffee Sessions #38 short clip
ML Fundamentals
Educating Clients on Uncertainty // Adam Sroka // MLOps Coffee Sessions #38 short clip
MLOps.community Intermediate 4y ago
Nick's Nightmarish Story // Nick Masca // Coffee Session #35 short clip
ML Fundamentals
Nick's Nightmarish Story // Nick Masca // Coffee Session #35 short clip
MLOps.community Intermediate 4y ago
If optimisers were hikers #shorts
ML Fundamentals
If optimisers were hikers #shorts
CodeEmporium Intermediate 4y ago
Max Pooling in Deep Learning - Interactive Demo App
ML Fundamentals
Max Pooling in Deep Learning - Interactive Demo App
deeplizard Intermediate 4y ago
Vanilla Dart Chat Application Live Stream
ML Fundamentals
Vanilla Dart Chat Application Live Stream
Tensor Programming Intermediate 4y ago
Detecting Deforestation With Python & Using GraphQL With Django and Vue | Real Python Podcast #64
ML Fundamentals
Detecting Deforestation With Python & Using GraphQL With Django and Vue | Real Python Podcast #64
Real Python Intermediate 4y ago
AI X Real World
ML Fundamentals
AI X Real World
DeepLearningAI Intermediate 4y ago
GNN Project #3.1 - Graph-level predictions
ML Fundamentals
GNN Project #3.1 - Graph-level predictions
DeepFindr Intermediate 4y ago
Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class
ML Fundamentals
Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class
Microsoft Research Intermediate 4y ago
Convolutions in Deep Learning - Interactive Demo App
ML Fundamentals
Convolutions in Deep Learning - Interactive Demo App
deeplizard Intermediate 4y ago
Word2Vec : Natural Language Processing
ML Fundamentals
Word2Vec : Natural Language Processing
ritvikmath Intermediate 4y ago
Modernize Your Machine Learning (ML) Development to Improve Productivity and Reduce Costs
ML Fundamentals
Modernize Your Machine Learning (ML) Development to Improve Productivity and Reduce Costs
AWS Developers Intermediate 4y ago
Common Doubts,Questions And Fear After Getting Data Science Job- Must For EveryOne๐Ÿ˜•๐Ÿ˜•๐Ÿ˜•๐Ÿ˜•
ML Fundamentals
Common Doubts,Questions And Fear After Getting Data Science Job- Must For EveryOne๐Ÿ˜•๐Ÿ˜•๐Ÿ˜•๐Ÿ˜•
Krish Naik Intermediate 4y ago
Intersectionality and Inclusion S2E1 - #StrengthBeyondAllOdds Female leaders who defy the odds
ML Fundamentals
Intersectionality and Inclusion S2E1 - #StrengthBeyondAllOdds Female leaders who defy the odds
Saรฏd Business School, University of Oxford Intermediate 4y ago
Gradient Descent : Data Science Concepts
ML Fundamentals
Gradient Descent : Data Science Concepts
ritvikmath Intermediate 4y ago
How bad is Exponential Growth? - Computerphile
ML Fundamentals
How bad is Exponential Growth? - Computerphile
Computerphile Intermediate 4y ago
Is DeepFake Really All That? - Computerphile
ML Fundamentals
Is DeepFake Really All That? - Computerphile
Computerphile Intermediate 4y ago
Success Story Of Ameya- Transition To Devops In Vodafone  At GermanyFt:iNeuron
ML Fundamentals
Success Story Of Ameya- Transition To Devops In Vodafone At GermanyFt:iNeuron
Krish Naik Intermediate 4y ago
Success Story Of Dhruv- Transition As Data Scientist In McKinsey & Company
ML Fundamentals
Success Story Of Dhruv- Transition As Data Scientist In McKinsey & Company
Krish Naik Intermediate 4y ago
Recreating Dennis Ritchie's PhD Thesis - Computerphile
ML Fundamentals
Recreating Dennis Ritchie's PhD Thesis - Computerphile
Computerphile Intermediate 4y ago
Success Story Of Rahul- Transition From Support To Data Analyst|ft: iNeuron
ML Fundamentals
Success Story Of Rahul- Transition From Support To Data Analyst|ft: iNeuron
Krish Naik Intermediate 4y ago
Create Machine Learning Models in Minutes Using AutoML - AWS Online Tech Talks
ML Fundamentals
Create Machine Learning Models in Minutes Using AutoML - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Quickly Enable Predictive Maintenance Using Amazon Monitron, an End-to-End System
ML Fundamentals
Quickly Enable Predictive Maintenance Using Amazon Monitron, an End-to-End System
AWS Developers Intermediate 4y ago
Success Story Of Sarthak- Transition From Mechanical Engineer To Data Science- Ft:iNeuron
ML Fundamentals
Success Story Of Sarthak- Transition From Mechanical Engineer To Data Science- Ft:iNeuron
Krish Naik Intermediate 4y ago
Improve Application Availability and Operational Performance with Amazon DevOps Guru
ML Fundamentals
Improve Application Availability and Operational Performance with Amazon DevOps Guru
AWS Developers Intermediate 4y ago
All Important Topics In Probability For Data Science In 1 Video
ML Fundamentals
All Important Topics In Probability For Data Science In 1 Video
Krish Naik Intermediate 4y ago
Success Story Of Arun- Transition From Support To Data Science Ft: iNeuron
ML Fundamentals
Success Story Of Arun- Transition From Support To Data Science Ft: iNeuron
Krish Naik Intermediate 4y ago
TensorFlow.js: Make a smart webcam in JS with a pre-trained ML model | Workshop
ML Fundamentals
TensorFlow.js: Make a smart webcam in JS with a pre-trained ML model | Workshop
TensorFlow Intermediate 4y ago
Make your app a product with the TFX team | Q&A
ML Fundamentals
Make your app a product with the TFX team | Q&A
TensorFlow Intermediate 4y ago
Build and deploy custom object detection model with TensorFlow Lite | Workshop
ML Fundamentals
Build and deploy custom object detection model with TensorFlow Lite | Workshop
TensorFlow Intermediate 4y ago
Building with TensorFlow Lite for microcontrollers | Workshop
ML Fundamentals
Building with TensorFlow Lite for microcontrollers | Workshop
TensorFlow Intermediate 4y ago
How To Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1
ML Fundamentals
How To Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1
Krish Naik Intermediate 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Machine Learning Foundations: A Case Study Approach
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning Foundations: A Case Study Approach
Opens on Coursera โ†—
Probabilistic Graphical Models 3: Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Probabilistic Graphical Models 3: Learning
Opens on Coursera โ†—
NVIDIA: Fundamentals of Machine Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
NVIDIA: Fundamentals of Machine Learning
Opens on Coursera โ†—
No-Code Machine Learning Using Amazon AWS SageMaker Canvas
๐Ÿ“š Coursera Course โ†—
Self-paced
No-Code Machine Learning Using Amazon AWS SageMaker Canvas
Opens on Coursera โ†—
Introduction to AI and Machine Learning on Google Cloud
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to AI and Machine Learning on Google Cloud
Opens on Coursera โ†—
Build a Machine Learning Web App with Streamlit and Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Build a Machine Learning Web App with Streamlit and Python
Opens on Coursera โ†—