Foundations

ML Fundamentals

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

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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
Nutrify AI Grant Batch 4 application live demo video (rejected)
ML Fundamentals
Nutrify AI Grant Batch 4 application live demo video (rejected)
Daniel Bourke Beginner 1y ago
RAG - Explained!
ML Fundamentals โšก AI Lesson
RAG - Explained!
CodeEmporium Beginner 1y ago
One-Hot Encodings Flexibility ๐Ÿ”„ - Assigning Vector Places ๐ŸŽš๏ธ - Topic 210 #ai #ml
ML Fundamentals โšก AI Lesson
One-Hot Encodings Flexibility ๐Ÿ”„ - Assigning Vector Places ๐ŸŽš๏ธ - Topic 210 #ai #ml
deeplizard Beginner 1y ago
Zuckerberg's favourite programming language !
ML Fundamentals
Zuckerberg's favourite programming language !
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Want to Master Machine Learning? Start with This Tip
ML Fundamentals
Want to Master Machine Learning? Start with This Tip
Data Sensei Beginner 1y ago
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
ML Fundamentals โšก AI Lesson
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
Ken Jee Beginner 1y ago
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
ML Fundamentals
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
Macgence Beginner 1y ago
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
ML Fundamentals โšก AI Lesson
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
Sahil Vohra Intermediate 1y ago
Hyperparameter Tuning For Neural Networks in Python
ML Fundamentals โšก AI Lesson
Hyperparameter Tuning For Neural Networks in Python
NeuralNine Beginner 1y ago
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
ML Fundamentals
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
MLOps.community Intermediate 1y ago
Expanding One-Hot Encodings ๐Ÿ“ˆ - Adding New Categories ๐Ÿ†• - Topic 209 #ai #ml
ML Fundamentals โšก AI Lesson
Expanding One-Hot Encodings ๐Ÿ“ˆ - Adding New Categories ๐Ÿ†• - Topic 209 #ai #ml
deeplizard Beginner 1y ago
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
ML Fundamentals โšก AI Lesson
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
Outerbounds Intermediate 1y ago
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
ML Fundamentals
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
Sahil Vohra Beginner 1y ago
Webinar: Ace your finance application
ML Fundamentals โšก AI Lesson
Webinar: Ace your finance application
Saรฏd Business School, University of Oxford Intermediate 1y ago
All Machine Learning algorithms explained in 17 min
16:30
ML Fundamentals โšก AI Lesson
All Machine Learning algorithms explained in 17 min
Infinite Codes Beginner 1y ago
What is an ATS resume?
ML Fundamentals โšก AI Lesson
What is an ATS resume?
codebasics Beginner 1y ago
#244 Using Data to Optimize Costs in Healthcare with Travis Dalton & Jocelyn Jiang, MultiPlan
ML Fundamentals โšก AI Lesson
#244 Using Data to Optimize Costs in Healthcare with Travis Dalton & Jocelyn Jiang, MultiPlan
DataCamp Beginner 1y ago
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 3
ML Fundamentals
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 3
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Genius Machine Learning Advice for 10 Minutes Straight
ML Fundamentals โšก AI Lesson
Genius Machine Learning Advice for 10 Minutes Straight
Data Sensei Beginner 1y ago
How to Learn Machine Learning Short
ML Fundamentals
How to Learn Machine Learning Short
365 Data Science Beginner 1y ago
Data Science Bootcamp Information Session
ML Fundamentals
Data Science Bootcamp Information Session
Data Science Dojo Intermediate 1y ago
How much statistics is needed for a data analyst role?
ML Fundamentals
How much statistics is needed for a data analyst role?
codebasics Intermediate 1y ago
How to Learn Machine Learning (2024)
ML Fundamentals โšก AI Lesson
How to Learn Machine Learning (2024)
365 Data Science Beginner 1y ago
What Inspired You to Become a Developer? ๐Ÿ‘จโ€๐Ÿ’ป ๐Ÿ‘ฉโ€๐Ÿ’ป โœจ Minecraft too?
ML Fundamentals
What Inspired You to Become a Developer? ๐Ÿ‘จโ€๐Ÿ’ป ๐Ÿ‘ฉโ€๐Ÿ’ป โœจ Minecraft too?
NVIDIA Developer Intermediate 1y ago
Webinar: Which finance programme is right for me?
ML Fundamentals โšก AI Lesson
Webinar: Which finance programme is right for me?
Saรฏd Business School, University of Oxford Beginner 1y ago
โ€œAI is cool, but 98% of the Human Brain is unknownโ€ - Artem Kirsanov
ML Fundamentals โšก AI Lesson
โ€œAI is cool, but 98% of the Human Brain is unknownโ€ - Artem Kirsanov
David Ondrej Intermediate 1y ago
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
ML Fundamentals โšก AI Lesson
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
Sajjaad Khader Beginner 1y ago
8 Best Tips For Cleaning Your Data | Data Cleaning | Machine Learning, Data Preparation.
ML Fundamentals
8 Best Tips For Cleaning Your Data | Data Cleaning | Machine Learning, Data Preparation.
AI For Beginners Beginner 1y ago
Machine Learning Crash Course: Embeddings
2:37
ML Fundamentals โšก AI Lesson
Machine Learning Crash Course: Embeddings
Google for Developers Beginner 1y ago
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
ML Fundamentals
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
Stanford Online Advanced 1y ago
genAI - EXPLAINED!
ML Fundamentals โšก AI Lesson
genAI - EXPLAINED!
CodeEmporium Beginner 1y ago
Ashvanth S - Simplicity & Effectiveness of Byte Pair Encoding (BPE)
ML Fundamentals
Ashvanth S - Simplicity & Effectiveness of Byte Pair Encoding (BPE)
Cohere Beginner 1y ago
Breaking free from the dial-up era of AI inference
ML Fundamentals
Breaking free from the dial-up era of AI inference
Weights & Biases Intermediate 1y ago
Machine Learning Crash Course: Neural Networks Backprop
ML Fundamentals
Machine Learning Crash Course: Neural Networks Backprop
Google for Developers Beginner 1y ago
200 Million Years of Turtle Wisdom ๐Ÿข๐Ÿง  Nature Break with Mandy
ML Fundamentals โšก AI Lesson
200 Million Years of Turtle Wisdom ๐Ÿข๐Ÿง  Nature Break with Mandy
deeplizard Beginner 1y ago
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy ๐Ÿ’ช๐Ÿ‘ฉโ€๐Ÿ’ป
ML Fundamentals โšก AI Lesson
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy ๐Ÿ’ช๐Ÿ‘ฉโ€๐Ÿ’ป
deeplizard Beginner 1y ago
Understanding One-Hot Vectors ๐Ÿ”ข - Categorical Data in Vectors ๐Ÿ“‰ - Topic 208 #ai #ml
ML Fundamentals โšก AI Lesson
Understanding One-Hot Vectors ๐Ÿ”ข - Categorical Data in Vectors ๐Ÿ“‰ - Topic 208 #ai #ml
deeplizard Beginner 1y ago
One-Hot Encoding Explained ๐ŸŒŸ - Transforming Categories ๐Ÿ”‘ - Topic 207 #ai #ml
ML Fundamentals โšก AI Lesson
One-Hot Encoding Explained ๐ŸŒŸ - Transforming Categories ๐Ÿ”‘ - Topic 207 #ai #ml
deeplizard Beginner 1y ago
Telephone Etiquette Do's & Don'ts | Master Your Interview Skills! | Interview Tips 2 #interviewtips
ML Fundamentals
Telephone Etiquette Do's & Don'ts | Master Your Interview Skills! | Interview Tips 2 #interviewtips
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Up Close with a Stealthy Praying Mantis ๐Ÿ™๐Ÿฆ— Nature Break with Mandy
ML Fundamentals โšก AI Lesson
Up Close with a Stealthy Praying Mantis ๐Ÿ™๐Ÿฆ— Nature Break with Mandy
deeplizard Beginner 1y ago
MASTER YOUR CALLS !   TELEPHONE ETIQUETTES DO'S
ML Fundamentals
MASTER YOUR CALLS ! TELEPHONE ETIQUETTES DO'S
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Hear directly from our amazing students! Their stories and success are what drive us every day.๐Ÿ”ฅ
ML Fundamentals
Hear directly from our amazing students! Their stories and success are what drive us every day.๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
ML Fundamentals โšก AI Lesson
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
deeplizard Beginner 1y ago
Data Science Roadmap 2024.
ML Fundamentals
Data Science Roadmap 2024.
codebasics Intermediate 1y ago
What HR Looks for in Tech Hiring | Tech Interview  #interview #hiring
ML Fundamentals
What HR Looks for in Tech Hiring | Tech Interview #interview #hiring
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
ML Fundamentals โšก AI Lesson
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
deeplizard Beginner 1y ago
Nominal vs Ordinal Data ๐Ÿ†š - Categorical Data in ML ๐Ÿ”– - Topic 205 #ai #ml
ML Fundamentals โšก AI Lesson
Nominal vs Ordinal Data ๐Ÿ†š - Categorical Data in ML ๐Ÿ”– - Topic 205 #ai #ml
deeplizard Beginner 1y ago
Eco-Friendly Hitchhiker ๐Ÿฆ— Beard Adventures with Mandy ๐Ÿ˜†
ML Fundamentals โšก AI Lesson
Eco-Friendly Hitchhiker ๐Ÿฆ— Beard Adventures with Mandy ๐Ÿ˜†
deeplizard Beginner 1y ago
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AI Materials
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NVIDIA: Fundamentals of Deep Learning
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