Machine Learning Foundation Course in Rawalpindi and Islamabad

Machine Learning Foundation Course Overview:

This Machine Learning Foundation Course is ideal for beginners who want to step into the exciting field of AI and machine learning. With easy-to-follow explanations, simplified math, and engaging projects, you will learn the core principles that drive intelligent systems. The course also emphasizes hands-on experience through practical exercises, case studies, and projects, ensuring a robust understanding of the subject matter.

Course Objectives

• • • Understand the core concepts of machine learning and its real-world applications
    • Explore key algorithms like KNN, SVM, Naive Bayes, and Linear Regression
    • Apply basic clustering and dimensionality reduction techniques like PCA
    • Evaluate models using metrics such as accuracy, precision, and recall
    • Work on hands-on projects like spam detection and loan approvalLearn to prepare and preprocess data for ML models

What You Will Learn

• Introduction to ML: Supervised vs Unsupervised Learning
• Algorithms like KNN, SVM, Naive Bayes, Linear Regression
• Basic clustering and dimensionality reduction (PCA)
• Data preprocessing, feature engineering, and model tuning
• Evaluation metrics like accuracy, precision, recall
• Mini projects: Spam detection, Loan approval predictor, House price estimator

What You’ll Get

• Machine Learning Foundation Certificate
• Hands-on project experience with real datasets
• Confidence to explore advanced AI, Deep Learning, or Data Science
• Access to learning resources and cheat sheets

Career & Internship Opportunities

• AI Intern / ML Trainee
• Junior Data Annotator
• Junior Machine Learning Support
• Freelance ML tasks (data cleaning, labelling, basic modelling

Why Choose Us

• A simple, practical approach to learning ML
• Industry-focused projects and real datasets
• Learn from practicing AI professionals
• Supportive learning community and mentor feedback
• Pathway to deep learning, NLP, and advanced AI courses