Machine Learning Tutorials for Beginners Using Python in Hindi

Overview

This course aims to teach beginners various machine learning techniques using Python in Hindi. The learning outcomes include understanding machine learning algorithms like linear regression, support vector machines, and decision trees. Students will learn about features and labels in machine learning, data collection, supervised and unsupervised learning, training and test data, and how to implement algorithms in Python using Scikit learn. The course covers topics such as linear regression, multiple regression, classification, K Nearest Neighbor, logistic regression, and model evaluation metrics like precision, recall, confusion matrix, and F1-Score. The teaching method involves video tutorials with explanations and Python coding examples. This course is intended for Hindi-speaking beginners interested in learning machine learning using Python.

Syllabus

[Hindi] Why Learn Machine Learning? - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Some Machine Learning Facts & Motivation - Machine Learning Tutorials Using Python In Hindi.
[Hindi] What Are Features And Labels In ML? - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Data Collection For Machine Learning? - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Supervised And Unsupervised Learning! - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Installing Python Scikit learn For ML - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Training And Test Data In ML - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Simple Linear Regression Explained! - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Multiple Regression Model Explained! - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Linear Regression Code In Python Sklearn! - Machine Learning Tutorials In Hindi.
[Hindi] How Does Linear Regression Model Work? (Derivation) - Machine Learning Tutorials In Hindi.
[Hindi] Loss Functions and Gradient Descent - Machine Learning Tutorials Using Python In Hindi.
[Hindi] Mini Batch and Stochastic Gradient Descent -Machine Learning Tutorials Using Python In Hindi.
[Hindi] Supervised Learning : Classification - Machine Learning Tutorials Using Python In Hindi.
[Hindi] K Nearest Neighbor Classification In Python - Machine Learning Tutorials Using Python Hindi.
K Nearest Neighbors: Pros, Cons and Working - Machine Learning Tutorials Using Python In Hindi.
OverFitting And UnderFitting In Models Explained - Machine Learning Tutorials Using Python In Hindi.
Logistic Regression : Overview And Working - Machine Learning Tutorials Using Python In Hindi.
Coding Logistic Regression In Python | Machine Learning Tutorials Using Python In Hindi.
Project 1: End To End Python ML Project (Complete)| Machine Learning Tutorials Using Python In Hindi.
Handwritten Digit Recognition on MNIST dataset | Machine Learning Tutorials Using Python In Hindi.
Precision, Recall, Confusion matrix & F1-Score | Machine Learning Tutorials Using Python In Hindi.
Evaluating Classifiers in Python: Precision, Recall & F1 Score | Machine Learning Tutorials In Hindi.