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
Who Will Replace Linus Torvalds #shorts #linux #programming #knowledge
ML Fundamentals
Who Will Replace Linus Torvalds #shorts #linux #programming #knowledge
WebKnower Intermediate 2d ago
Linus Torvalds Reveals His Biggest Weakness #shorts #linux #programming #knowledge
ML Fundamentals
Linus Torvalds Reveals His Biggest Weakness #shorts #linux #programming #knowledge
WebKnower Intermediate 3d ago
It’s always back to Day 1 with no syntax errors.
ML Fundamentals
It’s always back to Day 1 with no syntax errors.
Google for Developers Intermediate 4d ago
Applied Data Science With Python Full Course 2026 [Free] | Python For Data Science | Simplilearn
ML Fundamentals
Applied Data Science With Python Full Course 2026 [Free] | Python For Data Science | Simplilearn
Simplilearn Intermediate 4d ago
Interview Prep Question in 40 Seconds! #gfg #GATE2027 #GATEExam
ML Fundamentals
Interview Prep Question in 40 Seconds! #gfg #GATE2027 #GATEExam
GeeksforGeeks Intermediate 5d ago
Top 3 Skills Hiring Managers Look for in Data Engineers
ML Fundamentals
Top 3 Skills Hiring Managers Look for in Data Engineers
codebasics Intermediate 5d ago
dataframely: Professional Validation of DataFrames in Python
ML Fundamentals
dataframely: Professional Validation of DataFrames in Python
NeuralNine Intermediate 6d ago
Recursion is a key concept in coding. Gavin explains it simply here.
ML Fundamentals
Recursion is a key concept in coding. Gavin explains it simply here.
freeCodeCamp.org Intermediate 1w ago
Testing tip for devs: Test behaviors, not methods.
ML Fundamentals
Testing tip for devs: Test behaviors, not methods.
Google for Developers Intermediate 1w ago
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ML Fundamentals
5876A Worlds Robot Reveal 'Double Trouble' (Abbotsleigh Junior, Australia)
Creator Academy Australia Intermediate 2w ago
63331A Worlds Robot Reveal (Ryde Secondary College, Australia)
ML Fundamentals
63331A Worlds Robot Reveal (Ryde Secondary College, Australia)
Creator Academy Australia Intermediate 2w ago
Your Ground Truth Is Wrong: Evaluating STT with truth files & semantic WER | AssemblyAI Workshop
ML Fundamentals
Your Ground Truth Is Wrong: Evaluating STT with truth files & semantic WER | AssemblyAI Workshop
AssemblyAI Intermediate 2w ago
18: Object Recognition (cont'd), Texture Perception
ML Fundamentals ⚡ AI Lesson
18: Object Recognition (cont'd), Texture Perception
MIT OpenCourseWare Intermediate 3w ago
The Rise of Answer Engines - The Day Search Changed Forever
ML Fundamentals ⚡ AI Lesson
The Rise of Answer Engines - The Day Search Changed Forever
Tuhin Banik Intermediate 3w ago
Apache Spark Structured Streaming: Real-Time Mode
ML Fundamentals ⚡ AI Lesson
Apache Spark Structured Streaming: Real-Time Mode
Databricks Intermediate 3w ago
Semantic Layers in the Age of AI are 100% Needed
ML Fundamentals ⚡ AI Lesson
Semantic Layers in the Age of AI are 100% Needed
Alex the Analyst Intermediate 3w ago
The Next AI Bottleneck
ML Fundamentals ⚡ AI Lesson
The Next AI Bottleneck
The Information Intermediate 3w ago
TensorFlow Developer Professional Certificate
ML Fundamentals
TensorFlow Developer Professional Certificate
DeepLearningAI Intermediate 3w ago
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ML Fundamentals
🔥MLOps Engineer Roadmap in 2026 | How to become MLOps Engineer in 2026 ? #shorts #simplilearn
Simplilearn Intermediate 4w ago
Session 11: Gas Exchange Across the Air-sea Interface
ML Fundamentals ⚡ AI Lesson
Session 11: Gas Exchange Across the Air-sea Interface
MIT OpenCourseWare Intermediate 4w ago
Oxford MBA: Career guidance #oxforduniversity
ML Fundamentals
Oxford MBA: Career guidance #oxforduniversity
Saïd Business School, University of Oxford Intermediate 4w ago
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
ML Fundamentals ⚡ AI Lesson
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
MLOps.community Intermediate 4w ago
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ML Fundamentals ⚡ AI Lesson
How CNNs Actually "See" Images
Insightforge | AI & Data Science Intermediate 4w ago
Top Skill Hiring Managers Look for in AI Engineers
ML Fundamentals ⚡ AI Lesson
Top Skill Hiring Managers Look for in AI Engineers
codebasics Intermediate 1mo ago
How do you find the balance between too much and too little in code and process reviews?
ML Fundamentals ⚡ AI Lesson
How do you find the balance between too much and too little in code and process reviews?
freeCodeCamp.org Intermediate 1mo ago
🎧 LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
ML Fundamentals ⚡ AI Lesson
🎧 LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
DeepLearning.AI Intermediate 1mo ago
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
ML Fundamentals ⚡ AI Lesson
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
Computerphile Intermediate 1mo ago
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
ML Fundamentals
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
MLOps.community Intermediate 1mo ago
Top 10 No-Code Development Platforms in 2026 🚀 Build Apps Without Coding
ML Fundamentals ⚡ AI Lesson
Top 10 No-Code Development Platforms in 2026 🚀 Build Apps Without Coding
Analytics Vidhya Intermediate 1mo ago
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ML Fundamentals
How to BEAT 99% of computer science students
Sajjaad Khader Intermediate 1mo ago
Top 5 FREE Data Analyst Courses with Certificates in 2026 🚀
ML Fundamentals ⚡ AI Lesson
Top 5 FREE Data Analyst Courses with Certificates in 2026 🚀
Analytics Vidhya Intermediate 1mo ago
Highlights from Distinguished Speaker Seminar with Sir Ronnie Cohen
ML Fundamentals
Highlights from Distinguished Speaker Seminar with Sir Ronnie Cohen
Saïd Business School, University of Oxford Intermediate 1mo ago
NLP e2e Industry Level Project Part - 5 | Model Evaluation | Inference Pipeline | Complaint Routing
ML Fundamentals
NLP e2e Industry Level Project Part - 5 | Model Evaluation | Inference Pipeline | Complaint Routing
Switch 2 AI Intermediate 1mo ago
Live coding with OpenSpec
ML Fundamentals
Live coding with OpenSpec
West Coast Machine Learning Intermediate 1mo ago
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
ML Fundamentals
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
Switch 2 AI Intermediate 1mo ago
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ML Fundamentals
What Is MLOps? From Model to Production
Coursera Intermediate 1mo ago
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ML Fundamentals
Edge Impulse Unleashed A Practical Guide to Edge ML
AiInSixtySec Intermediate 1mo ago
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ML Fundamentals
Data Scientist Roadmap
Coursera Intermediate 1mo ago
Why Linux Just Works And No One Talks About It #shorts #linux #opensource #programming
ML Fundamentals
Why Linux Just Works And No One Talks About It #shorts #linux #opensource #programming
WebKnower Intermediate 3d ago
Linus Torvalds Reacts To Rust Growth In Linux #shorts #linux #rust #programming #knowledge
ML Fundamentals
Linus Torvalds Reacts To Rust Growth In Linux #shorts #linux #rust #programming #knowledge
WebKnower Intermediate 1w ago
Linus Torvalds Says Its Not A Bug Its A Feature #shorts #linux #programming #knowledge
ML Fundamentals
Linus Torvalds Says Its Not A Bug Its A Feature #shorts #linux #programming #knowledge
WebKnower Intermediate 1w ago
Linus Torvalds Just Roasted Windows #linux #windows #programming #knowledge
ML Fundamentals
Linus Torvalds Just Roasted Windows #linux #windows #programming #knowledge
WebKnower Intermediate 2w ago
Linus Torvalds Explains Why Linux Still Excites Him #shorts #linux #programming #knowledge
ML Fundamentals
Linus Torvalds Explains Why Linux Still Excites Him #shorts #linux #programming #knowledge
WebKnower Intermediate 2w ago
Why Linus Torvalds Says He Is Not A Visionary #shorts #linux #opensource #programming #knowledge
ML Fundamentals
Why Linus Torvalds Says He Is Not A Visionary #shorts #linux #opensource #programming #knowledge
WebKnower Intermediate 2w ago
Session 17: Sinking Particles and Remineralization (2)
ML Fundamentals ⚡ AI Lesson
Session 17: Sinking Particles and Remineralization (2)
MIT OpenCourseWare Intermediate 4w ago
Session 10: Non-conservative Processes in Estuaries/ Groundwater/Hydrothermal
ML Fundamentals ⚡ AI Lesson
Session 10: Non-conservative Processes in Estuaries/ Groundwater/Hydrothermal
MIT OpenCourseWare Intermediate 4w ago
Session 14: Primary Production (2)
ML Fundamentals ⚡ AI Lesson
Session 14: Primary Production (2)
MIT OpenCourseWare Intermediate 4w ago
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
ML Fundamentals
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
Simplilearn Intermediate 1mo ago
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Evaluate Vision Errors: Identify Failure Patterns
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Evaluate Vision Errors: Identify Failure Patterns
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Sequences, Time Series and Prediction
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Sequences, Time Series and Prediction
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Machine Learning Operations (MLOps): Getting Started - Français
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Self-paced
Machine Learning Operations (MLOps): Getting Started - Français
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Training AI with Humans
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Training AI with Humans
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Building a Machine Learning Ready Organization
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Building a Machine Learning Ready Organization
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Introduction to Machine Learning with Python
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Self-paced
Introduction to Machine Learning with Python
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