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
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ML Fundamentals ⚡ AI Lesson
I Used to Hate Typescript
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ML Fundamentals
Workslop: How AI Shortcuts Are Killing Team Trust
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ML Fundamentals
Not Getting Data Science Jobs? | New Era Begins
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ML Fundamentals
Remote Work Isn't Dead - It's Thriving in THESE Fields
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ML Fundamentals
Stop Fighting Return-to-Office If You Work in THESE Fields
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ML Fundamentals ⚡ AI Lesson
Metaflow Office Hours - Scienta Lab
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ML Fundamentals
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
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ML Fundamentals
Inference Office Hours - Dynamo on Kubernetes
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals ⚡ AI Lesson
Optional Chaining in JavaScript
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ML Fundamentals
GitDocify: Turn Any GitHub Repo into Docs Instantly 🚀
Analytics Vidhya Intermediate 7mo ago
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ML Fundamentals
Lecture 19: Fundamental Theorem of Calculus
MIT OpenCourseWare Intermediate 7mo ago
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ML Fundamentals
Postra's Linear Algebra Accelerator
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ML Fundamentals ⚡ AI Lesson
Linear Algebra Timeless in AI
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
Edge Intelligence: AWS IoT Greengrass and Machine Learning at the Edge | Amazon Web Services
Amazon Web Services Intermediate 7mo ago
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ML Fundamentals
Questions on Stack Overflow These Days
MLOps.community Intermediate 7mo ago
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ML Fundamentals
5 Levels to Master Data Science | How to Master Data Science in 5 Simple Levels
GeeksforGeeks Intermediate 8mo ago
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ML Fundamentals
Will AI replace software engineering jobs ? #shorts #data #ai #softwareengineer
codebasics Intermediate 8mo ago
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ML Fundamentals
Building AI Speeder Bikes for Star Wars
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ML Fundamentals
Enhancing Neural Networks with Logic Based Rules
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ML Fundamentals
LATAM 2025 - Scaling Across Borders: How Fintechs and Multinaitonas are redefining Growth
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ML Fundamentals ⚡ AI Lesson
Why you should care about AI interpretability - Mark Bissell, Goodfire AI
AI Engineer Intermediate 8mo ago
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ML Fundamentals
Information Retrieval from the Ground Up - Philipp Krenn, Elastic
AI Engineer Intermediate 8mo ago
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ML Fundamentals ⚡ AI Lesson
We Build Neural Networks Without Understanding What They Do
DataCamp Intermediate 9mo ago
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ML Fundamentals
Intel's PyTorch Journey: Promoting AI Performance and Optimizing Open-Source Software - Mingfei Ma
PyTorch Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Authentication with an MCP server. A quick demo.
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ML Fundamentals ⚡ AI Lesson
Summit Live: Data Intelligence for Marketing
Databricks Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Simplifying Training and GenAI Finetuning Using Serverless GPU Compute
Databricks Intermediate 9mo ago
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ML Fundamentals
Why Adaptability Is Your Career Superpower ⚡
Coursera Intermediate 8mo ago
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ML Fundamentals
🤯 Your Resume is Being Filtered by AI! (Data Science Job Hack!) 🚀
Analytics Vidhya Intermediate 8mo ago
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ML Fundamentals
How RNNs Help AI Understand Language!
Analytics Vidhya Intermediate 8mo ago
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ML Fundamentals
AI Productivity Gains
MLOps.community Intermediate 8mo ago
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ML Fundamentals
AI That Pays: Lessons from Revenue Cycle — Nathan Wan, Ensemble Health
AI Engineer Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
langsmith or arize? or both?
MLOps.community Intermediate 9mo ago
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ML Fundamentals
Sovereign AI Isn’t Asking Permission
MLOps.community Intermediate 9mo ago
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ML Fundamentals
AI Engineer Roadmap – How to Learn AI in 2025 | AI Engineer
GeeksforGeeks Intermediate 9mo ago
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ML Fundamentals
Why I Waited to Learn Machine Learning (& Why I Shouldn't Have)
Coursera Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Does your product require AI/ML
MLOps.community Intermediate 9mo ago
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ML Fundamentals
Top 10 AI Chrome Extensions You Need in 2025!
Analytics Vidhya Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
From Circuits to Street Smarts
MLOps.community Intermediate 9mo ago
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ML Fundamentals
#search ai use case at @Uber #podcast #aiinpractice #mlops
MLOps.community Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Scaling XGBoost With Spark Connect ML on Grace Blackwell
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ML Fundamentals ⚡ AI Lesson
Developing the Dreamers of Data + AI’s Future: How 84.51˚ builds upskilling to accelerate adoption
Databricks Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Dusting off the Cobwebs — Moving off a 26-year-old Heritage Platform to Databricks [Teradata]
Databricks Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
Scaling Data Engineering Pipelines: Preparing Credit Card Transactions Data for Machine Learning
Databricks Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
SAP Business Data Cloud: Fuel AI with SAP Data Products Across ERP and Lines-Of-Business
Databricks Intermediate 9mo ago
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ML Fundamentals ⚡ AI Lesson
AI Evaluation from First Principles: You Can't Manage What You Can't Measure
Databricks Intermediate 9mo ago
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