Foundations

ML Fundamentals

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

11,240
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
Methods for Explaining the Blackbox of Machine Learning Model | DataHour by Subhodeep Mukherjee
ML Fundamentals
Methods for Explaining the Blackbox of Machine Learning Model | DataHour by Subhodeep Mukherjee
Analytics Vidhya Beginner 3y ago
The Geospatial Machine Learning Revolution Is Upon Us
ML Fundamentals โšก AI Lesson
The Geospatial Machine Learning Revolution Is Upon Us
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Must have Digital Profiles for Data Science Aspirant #AVshorts #shorts
ML Fundamentals
Must have Digital Profiles for Data Science Aspirant #AVshorts #shorts
Analytics Vidhya Beginner 3y ago
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
ML Fundamentals
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
Coursera Beginner 3y ago
Did you know that Python is one of the worldโ€™s most popular programming languages? ๐Ÿ“
ML Fundamentals
Did you know that Python is one of the worldโ€™s most popular programming languages? ๐Ÿ“
Coursera Beginner 3y ago
My FULL STACK MACHINE LEARNING course is FINALLY DONE!
ML Fundamentals โšก AI Lesson
My FULL STACK MACHINE LEARNING course is FINALLY DONE!
Nicholas Renotte Beginner 3y ago
Using W&B Model Registry to Manage Models in Your Organization
ML Fundamentals
Using W&B Model Registry to Manage Models in Your Organization
Weights & Biases Beginner 3y ago
Instrumenting Weights & Biases in Your Training Script with fastai
ML Fundamentals โšก AI Lesson
Instrumenting Weights & Biases in Your Training Script with fastai
Weights & Biases Beginner 3y ago
A Quick Introduction to Deep Learning by @misraturp
ML Fundamentals โšก AI Lesson
A Quick Introduction to Deep Learning by @misraturp
AssemblyAI Beginner 3y ago
How to Use Machine Learning in Bioinformatics with @DataProfessor
ML Fundamentals
How to Use Machine Learning in Bioinformatics with @DataProfessor
AssemblyAI Beginner 3y ago
Facebook Marketplace Machine Learning System Design Review
ML Fundamentals โšก AI Lesson
Facebook Marketplace Machine Learning System Design Review
MLOps.community Beginner 3y ago
StyleGAN Paper Explained
ML Fundamentals โšก AI Lesson
StyleGAN Paper Explained
Aladdin Persson Beginner 3y ago
Full Machine Learning Project โ€” Low-pass Filter & Principal Component Analysis (Part 5a)
ML Fundamentals โšก AI Lesson
Full Machine Learning Project โ€” Low-pass Filter & Principal Component Analysis (Part 5a)
Dave Ebbelaar Beginner 3y ago
Superhuman AI Cracked An Impossible Game! | DeepNash, Explained
ML Fundamentals โšก AI Lesson
Superhuman AI Cracked An Impossible Game! | DeepNash, Explained
Underfitted Beginner 3y ago
Top 8 Python Libraries You Must Know In 2023 For Data Science | Python Modules for Data Science
ML Fundamentals โšก AI Lesson
Top 8 Python Libraries You Must Know In 2023 For Data Science | Python Modules for Data Science
codebasics Beginner 3y ago
How to get and keep top talent in machine learning
ML Fundamentals โšก AI Lesson
How to get and keep top talent in machine learning
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
What is AI? Artificial Intelligence: How AI Helps in Health Sector | AI Explained in Malayalam
ML Fundamentals
What is AI? Artificial Intelligence: How AI Helps in Health Sector | AI Explained in Malayalam
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
AI Agent Learns to Escape (deep reinforcement learning)
ML Fundamentals
AI Agent Learns to Escape (deep reinforcement learning)
AI Warehouse Beginner 3y ago
A Guide of how to get started in IT - Top IT Career Paths
ML Fundamentals โšก AI Lesson
A Guide of how to get started in IT - Top IT Career Paths
TechWorld with Nana Beginner 3y ago
Using Python to predict who will win the 2022 FIFA World Cup
ML Fundamentals
Using Python to predict who will win the 2022 FIFA World Cup
Marlene Mhangami Beginner 3y ago
Using ML to prevent the use of counterfeit money in Pakistan
ML Fundamentals
Using ML to prevent the use of counterfeit money in Pakistan
Google for Developers Beginner 3y ago
Full Machine Learning Project โ€” Detecting Outliers in Sensor Data (Part 4)
ML Fundamentals โšก AI Lesson
Full Machine Learning Project โ€” Detecting Outliers in Sensor Data (Part 4)
Dave Ebbelaar Beginner 3y ago
Whisper Paper Explained: Robust Speech Recognition via Large-Scale Weak Supervision
ML Fundamentals โšก AI Lesson
Whisper Paper Explained: Robust Speech Recognition via Large-Scale Weak Supervision
Aladdin Persson Beginner 3y ago
Nothing like making your dreams come true one skill, one project, or one course at a time. โœจ
ML Fundamentals
Nothing like making your dreams come true one skill, one project, or one course at a time. โœจ
Coursera Beginner 3y ago
Send that life changing text! ๐Ÿ“ฑ
ML Fundamentals
Send that life changing text! ๐Ÿ“ฑ
Coursera Beginner 3y ago
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’ญ
ML Fundamentals
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’ญ
Coursera Beginner 3y ago
Data Modeling Concepts | DataHour by Pallavi Naikwade
ML Fundamentals
Data Modeling Concepts | DataHour by Pallavi Naikwade
Analytics Vidhya Beginner 3y ago
A business degree is versatile and the skills you develop can be applied in many industries. ๐Ÿค”๐Ÿ’ฌ
ML Fundamentals
A business degree is versatile and the skills you develop can be applied in many industries. ๐Ÿค”๐Ÿ’ฌ
Coursera Beginner 3y ago
Become a Data Analyst in 2023 | Roadmap to become a Data Visualisation Rockstar #DataAnalytics
ML Fundamentals โšก AI Lesson
Become a Data Analyst in 2023 | Roadmap to become a Data Visualisation Rockstar #DataAnalytics
Analytics Vidhya Beginner 3y ago
Whatโ€™s the most beautiful thing to you? For us, itโ€™s this community of learners who inspire us! ๐Ÿฅฐ
ML Fundamentals
Whatโ€™s the most beautiful thing to you? For us, itโ€™s this community of learners who inspire us! ๐Ÿฅฐ
Coursera Beginner 3y ago
Say hello to the new career you! ๐Ÿ‘‹๐Ÿฝ
ML Fundamentals
Say hello to the new career you! ๐Ÿ‘‹๐Ÿฝ
Coursera Beginner 3y ago
When you want to start your career journey, having trustworthy resources can make a big difference!
ML Fundamentals
When you want to start your career journey, having trustworthy resources can make a big difference!
Coursera Beginner 3y ago
No matter where you are in your learning journey, keep going! ๐Ÿซถ
ML Fundamentals
No matter where you are in your learning journey, keep going! ๐Ÿซถ
Coursera Beginner 3y ago
Best. Feeling. Ever! ๐Ÿ™Œ๐Ÿคฉ
ML Fundamentals
Best. Feeling. Ever! ๐Ÿ™Œ๐Ÿคฉ
Coursera Beginner 3y ago
At your service.๐ŸŽฉ
ML Fundamentals
At your service.๐ŸŽฉ
Coursera Beginner 3y ago
How to Deal with Procrastination with @Thuvu5
ML Fundamentals
How to Deal with Procrastination with @Thuvu5
AssemblyAI Beginner 3y ago
Time Series analysis using LSTM | DataHour by Jaiyesh Chahar
ML Fundamentals
Time Series analysis using LSTM | DataHour by Jaiyesh Chahar
Analytics Vidhya Beginner 3y ago
Seven skills. Which are you looking to learn more about?
ML Fundamentals
Seven skills. Which are you looking to learn more about?
Coursera Beginner 3y ago
Reproducing Machine Learning Experiments with W&B
ML Fundamentals
Reproducing Machine Learning Experiments with W&B
Weights & Biases Beginner 3y ago
Discover the โ€œnew career youโ€ on Coursera today!
ML Fundamentals
Discover the โ€œnew career youโ€ on Coursera today!
Coursera Beginner 3y ago
Deep Learning Tutorial - in 2 Hours | Deep Learning Full Course in Python | Free Certification 2023
ML Fundamentals
Deep Learning Tutorial - in 2 Hours | Deep Learning Full Course in Python | Free Certification 2023
Analytics Vidhya Beginner 3y ago
MLOps Course from Weights & Biases
ML Fundamentals
MLOps Course from Weights & Biases
Weights & Biases Beginner 3y ago
Never be afraid to follow your dreams!
ML Fundamentals
Never be afraid to follow your dreams!
Coursera Beginner 3y ago
Earn your MBA online from University of Illinoisโ€™ Gies College of Business. ๐ŸŽ“
ML Fundamentals
Earn your MBA online from University of Illinoisโ€™ Gies College of Business. ๐ŸŽ“
Coursera Beginner 3y ago
Machine Learning for Log Analysis Explained by @dankornas
ML Fundamentals
Machine Learning for Log Analysis Explained by @dankornas
AssemblyAI Beginner 3y ago
The best feeling! ๐ŸคŒ
ML Fundamentals
The best feeling! ๐ŸคŒ
Coursera Beginner 3y ago
Tracking ๐Ÿค— HuggingFace Machine Learning Experiments with Weights & Biases
ML Fundamentals
Tracking ๐Ÿค— HuggingFace Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
Itโ€™s important to articulate your reasons and goals for changing careers! ๐Ÿ—ฃ๏ธ
ML Fundamentals
Itโ€™s important to articulate your reasons and goals for changing careers! ๐Ÿ—ฃ๏ธ
Coursera Beginner 3y ago
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