Foundations

ML Fundamentals

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

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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
A Data Scientist's Prediction for the 2024 Election
ML Fundamentals โšก AI Lesson
A Data Scientist's Prediction for the 2024 Election
ritvikmath Intermediate 2y ago
Data Science in the Mining Industry | The Secrets of Data in Mining
ML Fundamentals โšก AI Lesson
Data Science in the Mining Industry | The Secrets of Data in Mining
DataCamp Intermediate 2y ago
Skyrocket your career with this single tip!
ML Fundamentals
Skyrocket your career with this single tip!
codebasics Intermediate 2y ago
The medical test paradox (well "paradox")
ML Fundamentals โšก AI Lesson
The medical test paradox (well "paradox")
3Blue1Brown Intermediate 2y ago
TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python |Edureka
ML Fundamentals
TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python |Edureka
edureka! Intermediate 2y ago
Forgotten history of Calculus in India
ML Fundamentals โšก AI Lesson
Forgotten history of Calculus in India
CodeEmporium Intermediate 2y ago
Calculus in 60 seconds
ML Fundamentals โšก AI Lesson
Calculus in 60 seconds
CodeEmporium Intermediate 2y ago
Top 6 Data Science GitHub Projects || MUST BOOKMARK ๐Ÿ”ฅ
ML Fundamentals
Top 6 Data Science GitHub Projects || MUST BOOKMARK ๐Ÿ”ฅ
Analytics Vidhya Intermediate 2y ago
Learn AI on Google Cloud to advance your career
ML Fundamentals
Learn AI on Google Cloud to advance your career
Google Cloud Intermediate 2y ago
Itโ€™s one thing to know about the #metaverse, but what about BUILDING it? ๐ŸŒ
ML Fundamentals
Itโ€™s one thing to know about the #metaverse, but what about BUILDING it? ๐ŸŒ
Coursera Intermediate 2y ago
Shreya Shankar: The data validation problem
ML Fundamentals โšก AI Lesson
Shreya Shankar: The data validation problem
Weights & Biases Intermediate 2y ago
Deploying ML models to mobile devices
ML Fundamentals โšก AI Lesson
Deploying ML models to mobile devices
TensorFlow Intermediate 2y ago
Keras: Shortcut to AI mastery
ML Fundamentals โšก AI Lesson
Keras: Shortcut to AI mastery
TensorFlow Intermediate 2y ago
Texture Painting 3D Objects Using AI at Real-Time Live! SIGGRAPH Asia 2023
ML Fundamentals โšก AI Lesson
Texture Painting 3D Objects Using AI at Real-Time Live! SIGGRAPH Asia 2023
NVIDIA Developer Intermediate 2y ago
Defining Regular Expressions (RegEx) - Computerphile
ML Fundamentals โšก AI Lesson
Defining Regular Expressions (RegEx) - Computerphile
Computerphile Intermediate 2y ago
A short on shorts
ML Fundamentals
A short on shorts
3Blue1Brown Intermediate 2y ago
Shreya Shankar: Natural causes of data drift
ML Fundamentals โšก AI Lesson
Shreya Shankar: Natural causes of data drift
Weights & Biases Intermediate 2y ago
Getting into AI or Machine learning Engineering
ML Fundamentals
Getting into AI or Machine learning Engineering
Jean Lee Intermediate 2y ago
Adapting WozMon for the breadboard 6502
ML Fundamentals
Adapting WozMon for the breadboard 6502
Ben Eater Intermediate 2y ago
Using AI in Robotics
ML Fundamentals โšก AI Lesson
Using AI in Robotics
DataCamp Intermediate 2y ago
AI for Good by DeepLearning.AI Now Available
ML Fundamentals โšก AI Lesson
AI for Good by DeepLearning.AI Now Available
DeepLearningAI Intermediate 2y ago
No test scores, transcripts, or even an application to enroll in these degree programs! ๐Ÿ“ฃ
ML Fundamentals
No test scores, transcripts, or even an application to enroll in these degree programs! ๐Ÿ“ฃ
Coursera Intermediate 2y ago
Air Quality Index Prediction in Python | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
Air Quality Index Prediction in Python | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Intermediate 2y ago
AI ROBOT to make O2 on Mars (without Humans)
ML Fundamentals โšก AI Lesson
AI ROBOT to make O2 on Mars (without Humans)
1littlecoder Intermediate 2y ago
TWITTER SENTIMENT ANALYSIS (NLP) | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
TWITTER SENTIMENT ANALYSIS (NLP) | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Intermediate 2y ago
Managing Information Security Risk with CIS Controls
ML Fundamentals โšก AI Lesson
Managing Information Security Risk with CIS Controls
SANS Institute Intermediate 2y ago
The Unexpected Pure Math You Have to Know as a Data Scientist : Pythagorean Means
ML Fundamentals
The Unexpected Pure Math You Have to Know as a Data Scientist : Pythagorean Means
ritvikmath Intermediate 2y ago
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
ML Fundamentals
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
MLOps.community Intermediate 2y ago
Live AI Quiz- Giveaway 5000 INR- Happy Halloween
ML Fundamentals
Live AI Quiz- Giveaway 5000 INR- Happy Halloween
Krish Naik Intermediate 2y ago
Build Machine Learning Applications Easily with Gradio in Python
ML Fundamentals โšก AI Lesson
Build Machine Learning Applications Easily with Gradio in Python
NeuralNine Intermediate 2y ago
Building A Machine Learning Resume Project From Scratch
ML Fundamentals โšก AI Lesson
Building A Machine Learning Resume Project From Scratch
Tech With Tim Intermediate 2y ago
Lightning Talk: Accelerating PyTorch Performance with OpenVINO - Yamini, Devang & Mustafa
ML Fundamentals
Lightning Talk: Accelerating PyTorch Performance with OpenVINO - Yamini, Devang & Mustafa
PyTorch Intermediate 2y ago
Lightning Talk: Orchestrating Machine Learning on Edge Devices...- Rishit Dagli & Shivay Lamba
ML Fundamentals โšก AI Lesson
Lightning Talk: Orchestrating Machine Learning on Edge Devices...- Rishit Dagli & Shivay Lamba
PyTorch Intermediate 2y ago
Exploring text-to-SQL: How Carnegie Mellon grad is using Amazon SageMaker - The Grad Project
ML Fundamentals
Exploring text-to-SQL: How Carnegie Mellon grad is using Amazon SageMaker - The Grad Project
AWS Developers Intermediate 2y ago
Harnessing the Power of Text-to-SQL Machine Learning with Amazon SageMaker - The Grad Project
ML Fundamentals
Harnessing the Power of Text-to-SQL Machine Learning with Amazon SageMaker - The Grad Project
AWS Developers Intermediate 2y ago
How to Stay Ahead in Tech: Shatter the "Should"s
ML Fundamentals
How to Stay Ahead in Tech: Shatter the "Should"s
Jean Lee Intermediate 2y ago
Is Linkedin The Best Platform For Applying Data Science Jobs #datascience
ML Fundamentals
Is Linkedin The Best Platform For Applying Data Science Jobs #datascience
Krish Naik Intermediate 2y ago
Limits and inifinity in calculus
ML Fundamentals โšก AI Lesson
Limits and inifinity in calculus
CodeEmporium Intermediate 2y ago
Cuneiforms and Calculus
ML Fundamentals โšก AI Lesson
Cuneiforms and Calculus
CodeEmporium Intermediate 2y ago
Enabling anyone to build with Google AI
ML Fundamentals โšก AI Lesson
Enabling anyone to build with Google AI
TensorFlow Intermediate 2y ago
A pretty way to add weighted dice
ML Fundamentals โšก AI Lesson
A pretty way to add weighted dice
3Blue1Brown Intermediate 2y ago
The chessboard and coins puzzle
ML Fundamentals
The chessboard and coins puzzle
3Blue1Brown Intermediate 2y ago
10/26/23 Dartmouth Master of Engineering in Computer Engineering Webinar
ML Fundamentals
10/26/23 Dartmouth Master of Engineering in Computer Engineering Webinar
Coursera Intermediate 2y ago
Learn how to stop procrastinating and boost your happiness in these two FREE courses
ML Fundamentals
Learn how to stop procrastinating and boost your happiness in these two FREE courses
Coursera Intermediate 2y ago
Want a career that's always in demand?
ML Fundamentals
Want a career that's always in demand?
Coursera Intermediate 2y ago
๐Ÿ“ฃNo test scores, transcripts, or applications.
ML Fundamentals
๐Ÿ“ฃNo test scores, transcripts, or applications.
Coursera Intermediate 2y ago
Detecting Phrases with Data Science : Natural Language Processing
ML Fundamentals โšก AI Lesson
Detecting Phrases with Data Science : Natural Language Processing
ritvikmath Intermediate 2y ago
Skipping your bachelorโ€™s degree and diving straight into a masterโ€™s degree โ€“
ML Fundamentals
Skipping your bachelorโ€™s degree and diving straight into a masterโ€™s degree โ€“
Coursera Intermediate 2y ago
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Machine Learning in the Enterprise - Franรงais
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Advanced Data Structures, Patterns, and Recursion Techniques
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Advanced Data Structures, Patterns, and Recursion Techniques
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Memory Foundations in C++
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Memory Foundations in C++
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Aligning Business Strategy for AI Integration
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Aligning Business Strategy for AI Integration
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Introduction to Generative AI - Deutsch
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Introduction to Statistics
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Introduction to Statistics
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