Python for AI/ML

Master Python programming with a strong emphasis on libraries essential for building AI and Machine Learning projects.

Course Details

Course Highlights

Comprehensive Python Training

From basic syntax to advanced concepts with focus on AI/ML applications.

Hands-on Projects

Build real-world applications using Python for data analysis and machine learning.

Data Science Libraries

Master NumPy, Pandas, Matplotlib, and other essential libraries for AI/ML.

Industry Recognition

Receive a certificate upon completion that's recognized by industry leaders.

Learning Outcomes

By the end of this course, you will be able to:

  • Write efficient Python code for AI/ML applications
  • Manipulate and analyze data using Pandas and NumPy
  • Create meaningful visualizations of complex datasets
  • Implement machine learning algorithms using Python
  • Build end-to-end data processing pipelines
  • Optimize Python code for performance

Course Curriculum

Module 1: Python Fundamentals
  • Introduction to Python
  • Variables and Data Types
  • Operators and Expressions
  • Control Structures
  • Functions and Modules
Module 2: Data Structures
  • Lists and Tuples
  • Dictionaries and Sets
  • Strings and Regular Expressions
  • File Handling
Module 3: Object-Oriented Python
  • Classes and Objects
  • Inheritance and Polymorphism
  • Magic Methods
  • Error Handling
Module 4: Data Science Essentials
  • NumPy Fundamentals
  • Pandas DataFrames
  • Data Cleaning Techniques
  • Data Visualization
Module 5: Python for AI/ML
  • Introduction to scikit-learn
  • Feature Engineering
  • Model Evaluation
  • Building ML Pipelines

Who Should Attend?

Beginners

Those new to programming who want to start with Python for AI/ML applications.

Developers

Programmers who want to transition into AI/ML and need strong Python skills.

Data Analysts

Analysts looking to enhance their data processing and visualization skills.

AI Enthusiasts

Individuals interested in AI who need foundational Python knowledge.