Machine Learning
A free Tamil-language machine learning path covering Python data tools, statistics, model building, and deployment. Built from the AI with Thiru YouTube playlist.
Learn from: the original creator. Original content published on YouTube. DigitalSkillX organizes these public resources into a structured learning path. DigitalSkillX does not claim ownership or partnership.
Now playing: Complete Data Science & AI š¤ Roadmapš„2025 with Free resourcesā . #datascience #ai #aiengineer
This path follows the Machine Learning Full Course playlist from AI with Thiru. It starts with Python data analytics and statistics, moves into building and training models, and finishes with deployment as APIs and Flask web apps. Most lessons are in Tamil. The playlist also includes a short roadmap video and a no-code vibe coding demo. Work through the sections in order if you are new, or jump to the deployment lessons if you already know the modeling basics.
Beginners who want a structured free introduction before deeper practice.
Lesson 1: Complete Data Science & AI š¤ Roadmapš„2025 with Free resourcesā . #datascience #ai #aiengineer
A short roadmap video that lists topics for data science and AI engineering, with free resources linked for each. It is meant to be watched fully so the step-by-step order makes sense. Useful as a starting point before the longer technical lessons.
Open on YouTubeLesson 2: Master Data Analytics with Python for Machine Learning Tamil
A long hands-on tutorial on Python data analytics for machine learning. It covers NumPy for numerical work, Pandas for data manipulation, and Matplotlib and Seaborn for visualization. Aimed at beginners who want one video covering the core data tools.
Open on YouTubeLesson 3: Complete Statistics for Machine Learning, Data Science in Tamil 2025
A detailed statistics lesson for machine learning and data science, explained in Tamil. It focuses on the math behind common ML methods so learners can follow the concepts rather than just the code. The video is long, so plan to watch it in parts.
Open on YouTubeLesson 4: How to Build Machine Learning Model from Scratch in Tamil | AI with Thiru 2026
A step-by-step Tamil tutorial on building a machine learning model from scratch in Python. It uses real-world project examples and explains each stage of the process. A good first build lesson after the Python and statistics foundations.
Open on YouTubeLesson 5: Complete Machine Learning Project for Beginners - Tamil
A complete beginner machine learning project covering data preprocessing, exploratory data analysis, feature engineering, model building, and evaluation. It walks through an end-to-end workflow in one video. Best suited for learners who have seen the basics and want to practice a full project.
Open on YouTubeLesson 6: Feature Engineering Masterclass for machine learning, Data Science, Deep Learning 2026 - Tamil
A feature engineering masterclass in Tamil that discusses how feature work fits into data science, deep learning, and AI. It is a longer session that goes beyond basic model training. Useful for learners who want to improve model inputs rather than only tune algorithms.
Open on YouTubeLesson 7: IPL Prediction 2026 Using Machine Learning - Tamil
A project video that builds a machine learning model to predict the IPL 2026 winner using ten years of data. It is a practical example of applying ML to a sports prediction problem. The description also mentions a paid Gen AI community, which is separate from this free path.
Open on YouTubeLesson 8: Build and Deploy Machine Learning Model From Scratch - Tamil 2026
A Tamil 2026 tutorial on building a complete ML pipeline and turning a model into a real-world API. It goes past training to show how a model can be used in applications. Aimed at learners who want to move from notebooks to usable services.
Open on YouTubeLesson 9: How to Train and Deploy Machine Learning Models | End-to-End ML Project Tutorial Tamil
An end-to-end Tamil tutorial on training and deploying machine learning models. It covers data preprocessing through to putting a model into production using Python and common tools. A practical follow-up to the earlier model building lessons.
Open on YouTubeLesson 10: Complete ML Model Building & Deployment as a Website Using Flask - Tamil
A complete Tamil guide to building an ML model and deploying it as a web application using Flask. It is hands-on and walks through each step for beginners and developers. This is the most concrete deployment lesson in the playlist.
Open on YouTubeLesson 11: UV Python Package Manager Tutorial 2025 | 100x Faster Than Pip - Complete Practical Guide
A practical guide to UV, a Python package and project manager built in Rust by Astral. It presents UV as a faster alternative to pip, virtualenv, poetry, and conda. Useful for learners who want a quicker Python environment setup.
Open on YouTubeLesson 12: How I build ML Model without codingš„ | Vibe Coding in Machine Learningš | #machinelearning
A short demo of building a machine learning model with Gemini 2.5 and Google Colab without heavy coding setup. It introduces the idea of vibe coding in machine learning. Best treated as an optional look at no-code and AI-assisted workflows.
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