MACHINE LEARNING by FAJ International Training Academy Pvt.Ltd

 


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


Location: Islamabad, Pakistan

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