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Part 1 ~ Machine Learning Algorithms Will Finally Make Sense After This In this video, we break down machine learning in the simplest way possible, not as a complex theory, but as a set of practical tools used to solve real-world problems. Starting from Linear Regression, we move through Logistic Regression, Decision Trees, Support Vector Machines, K-Nearest Neighbors, Dimensionality Reduction, Random Forest, K-Means Clustering, and Naive Bayes, understanding what each algorithm actually does, w
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TikTokthom.code
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Part 1 ~ Every Machine Learning Framework Explained Machine learning frameworks power everything from recommendation systems to self-driving cars. TensorFlow, PyTorch, Scikit-Learn, Keras, XGBoost, LightGBM, JAX, and FastAI explained simply in one video. ⏱️ Timestamps: 00:00​ - TensorFlow 00:52​ - Pytorch 01:33​ - Scikit-Learn 02:09​ - Keras 02:38​ - XGBoost 03:13​ - LightGBM 03:37​ - JAX 04:20​ - FastAI #programming​ #machinelearning​ #coding #aicoding​ #aiframeworks​ ​ ​ ​
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Part 1 ~ How to Learn AI Engineering 🗺️ Roadmap Summary: 1. Learn production Python, basic math (stats, linear algebra), Git, APIs, and command line 2. Get familiar with the core toolkit: OpenAI API: gives you access to powerful pre-trained models without building anything from scratch HuggingFace: a library of open source models you can use and fine-tune for more control LangChain: lets you chain model calls together into actual multi-step applications Pinecone: a vector database that gives yo
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Part 1 ~ How to Learn AI Engineering 🗺️ Roadmap Summary: 1. Learn production Python, basic math (stats, linear algebra), Git, APIs, and command line 2. Get familiar with the core toolkit: OpenAI API: gives you access to powerful pre-trained models without building anything from scratch HuggingFace: a library of open source models you can use and fine-tune for more control LangChain: lets you chain model calls together into actual multi-step applications Pinecone: a vector database that gives yo
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Part 1 ~ The Best OSI Model Explanation You ll Ever Find In this video, we'll break down the OSI Model in the simplest way possible by following a real YouTube request from your computer to YouTube's servers and back. You'll learn how all 7 layers work together, including DNS, TCP vs UDP, IP routing, MAC addresses, encryption, and how data travels across the internet. Whether you're a beginner in networking, preparing for interviews, or learning cloud computing, this video will help you understa
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