Machine Learning

Machine LearningTop Rated
347 Enrolled

Free

Official Course Fee

Industry Recognized Certificate

1080p HD Video Lectures

🇵🇰 Largest LMS with over 40,000 Students

Course Overview

This Machine Learning course provides a comprehensive introduction to the core concepts and advanced techniques in ML. You will learn how to preprocess data, build machine learning models, and evaluate their performance. The course covers supervised and unsupervised learning, deep learning fundamentals, and practical applications using Python. By the end, you’ll have the skills to create intelligent models and work with real-world datasets for data-driven decision-making.

Learning Outcomes

  • Understand the fundamentals of machine learning and data science.
  • Learn how to preprocess and clean data for ML models.
  • Master key algorithms such as regression, classification, and clustering.
  • Gain hands-on experience with Python, TensorFlow, and Scikit-Learn.
  • Work on real-world datasets and build predictive models.
  • Understand deep learning basics and neural networks.

Course Curriculum

1. Introduction to Machine Learning

  • What is Machine Learning? Applications and Use Cases
  • Understanding Supervised vs. Unsupervised Learning
  • Setting Up Your ML Environment (Python, Jupyter, and Libraries)

2. Data Preprocessing & Feature Engineering

  • Handling Missing Data and Outliers
  • Feature Scaling and Encoding Categorical Data
  • Dimensionality Reduction Techniques

3. Supervised Learning Algorithms

  • Linear Regression and Logistic Regression
  • Decision Trees and Random Forest
  • Support Vector Machines (SVM) and k-Nearest Neighbors (k-NN)

4. Unsupervised Learning & Clustering

  • K-Means and Hierarchical Clustering
  • Principal Component Analysis (PCA)
  • Anomaly Detection Techniques

5. Neural Networks & Deep Learning

  • Introduction to Artificial Neural Networks
  • Building Deep Learning Models with TensorFlow and Keras
  • Understanding CNNs for Image Classification

Course Insights

Duration
3 Months
Enrolled
347
Certificate
Included
Video Quality
1080p HD
Language
Urdu & English

What We Offer

  • Lifetime access to all course materials and future updates
  • Hands-on projects with real-world datasets
  • Exclusive access to a Machine Learning community
  • Certificate of completion included at no extra cost
  • One-on-one mentorship for career guidance
Machine Learning