Curriculum
- 1 Section
- 14 Lessons
- 5 Days
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- Topics14
- 1.1Basic Python Syntax Explore the basic syntax and semantics of Python
- 1.2Language Components Understand the basic control flow features and operators
- 1.3Collections Write programs that manipulate compound data using lists, sets, tuples and dictionaries
- 1.4Functions Decompose your programs into composable functions
- 1.5Modules Organize your code using Modules for flexibility and reuse
- 1.6Classes in Python Explore Object Oriented Programming (OOP) with classes and objects
- 1.7Exceptions Handle runtime errors using Exceptions
- 1.8Input and Output Implement programs that read and write files
- 1.9Data Structures Use advanced data structures like generators and comprehensions to reduce boilerplate code
- 1.10Parsing JSON Read and write JSON data
- 1.11Debugging Debug Python programs using the Python debugger (pdb)
- 1.12Introduction to Machine Learning Describe basic machine learning concepts, different types of machine learning, and machine learning workflows
- 1.13Training Models Train models by using default and custom workbenches
- 1.14Enhancing Model Training with RHOAI Use RHOAI to apply best practices in machine learning and data science Related Courses
Language Components Understand the basic control flow features and operators
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