Machine Learning & Data Science Course

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PRICE

$90.12

$48.68

45.98% off
Description

Are you ready to break into the world of Machine Learning and Data Science? Whether you're a beginner or someone looking to sharpen your ML skills, this course provides a complete, practical, and beginner-friendly introduction to machine learning using Python and essential libraries.

Course Content:

1. Introduction

  • Welcome
  • What is AI, ML, DL, Neural Network
  • How Machine Learn
  • Supervised vs Unsupervised Learning
  • Real World Applications of ML

2. Getting Ready

  • Environment Setup
  • Basics of Python
  • Jupyter Notebook
  • Google Colab
  • Pandas Library
  • Data Preprocessing
  • Statistics
  • Matplotlib
  • Numpy
  • Scikit-Learn

3. Concepts

  • ML Lifecycle
  • What is a Model
  • Features & Targets
  • Train & Test Split
  • Feature Engineering
  • Label Encoding
  • Categorical Encoding
  • One Hot Encoding
  • Ordinal Encoding

4. Datasets

  • What are datasets
  • Some popular datasets
  • Scikit-learn Dataset
  • kaggle
  • HuggingFace
  • UCI Repository
  • Data from Apis
  • Web Scraping

5. Model Evaluation

  • Hyperparameters
  • Overfitting & Underfitting
  • Accuracy
  • Confusion Matrix
  • Precision & Recall
  • MSE

6. Supervised Learning

  • Regression vs Classification
  • Linear Regression Algo
  • Model Save & Reload
  • Model Training
  • Gradient Descent
  • Epochs
  • Logistic Regression Algo
  • KNN Algo
  • Decision Tree
  • Random Forest
  • SVM
  • Gradient Boosting

7. Unsupervised Learning

  • Clustering vs Association
  • K-Means Clustering
  • DBSCAN
  • PCA (Principal Component Analysis)
  • t-SNE

8. Model Deployment

  • Serialization
  • Model Rest API
  • Deployment

9. Projects

  • Project 1
  • Project 2

10. Interview Questions

  • Disucssion on interview questions

 

🌟 Course Highlights

  • 🎥 60+ video lessons and 2 hands-on projects included in the course

  • 🚀 3 new videos uploaded every week to keep the content fresh and updated

  • 📚 36 videos already available for instant access after enrollment

  • 🗓️ Course completion by December 2025

  • 💬 Exclusive Telegram group for enrolled students to discuss and connect

  • ✅ No Maths required — simple and practical explanations

  • 🧠 No prior knowledge of AI, ML, or Python needed — we start from zero

  • 🎯 AI & ML interview preparation covered in the final module

  • ☁️ No high-end machine needed — all coding done on the cloud

  • 💻 Code snippets provided for every concept to make learning easier

  • 🎥 Doubt-solving support — if needed, topics will be re-recorded with detailed explanations

  • 🏆 Course completion certificate provided

  • 📱 Learn anytime, anywhere with our mobile app

  • ♾️ Lifetime access to all course content

  • 🗣️ Course language: Hinglish (Hindi + English mix)

  • 💰 Refund Policy: 90% refund within 3 days of purchase

 

Connect with me on my free telegram group for more guidance :  https://t.me/+QI-dh4JVrrllZGI1

 

Happy Learning !!

 

 

 

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