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Programming in Python - AI-Powered Course
4.4
Beginner
58h
Programming in Python
Gain insights into Python programming fundamentals, explore data types, structures, functions, and delve into advanced topics like concurrency, enhancing skills for web development, data science, and machine learning.
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Overview
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Python is a multi-purpose language with an extensive range of application domains, including basic programming, web development, data science, and machine learning.
In this course, you’ll learn Python's programming fundamentals and constructs. Each concept offers ample hands-on experience with executable programs. You’ll learn the basic concepts of data types and structures as well as conditional and iterative constructs. You’ll learn functions, functional programming, and recursion. The course introduces object-oriented programming, providing experience with its various modules. Finally, you’ll learn advanced topics such as containership, iterators, generators, exception and file handling, concurrency, parallelism, and synchronization.
After taking this course, you’ll be able to undertake advanced programming courses with specialized application domains using Python. The course provides a strong foundation for data science and machine learning careers, enabling you to become an effective data scientist.
Python is a multi-purpose language with an extensive range of application domains, including basic programming, web development,...Show More
WHAT YOU'LL LEARN
An understanding of the fundamentals of computer programming using Python
A working knowledge of object-oriented programming using Python
Hands-on experience with executable programs in Python to solve a wide variety of problems
Hands-on exercises for problem-solving
Familiarity with good programming practices, including comments, reusability, naming conventions, and modularity
Familiarity with the advanced concepts of iterators, generators, exception handling, concurrency, parallelism, and synchronization
An understanding of the fundamentals of computer programming using Python
Show more
Content
211 Lessons26 Quizzes5 Assessments9 Challenges
1.
Introduction to Python
3 Lessons
Get familiar with Python's versatility, key programming paradigms, and broad application uses.
2.
Python Basics
13 Lessons
Discover the logic behind Python basics, data types, operators, conversions, and built-in functions.
Identifiers and KeywordsPython TypesArithmetic Operators in PythonData Type ConversionsBuilt-in Functions and ModulesContainers and Python Type JargonComments, Indentation, and MultiliningClasses and ObjectsChallenge: Convert the Temperature from Fahrenheit to CentigradeSolution: Convert the Temperature from Fahrenheit to CentigradeChallenge: Print the Angles of a TriangleSolution: Print the Angles of a TriangleQuiz Yourself on Python Basics
3.
Strings and Regular Expressions
10 Lessons
Work your way through string manipulation, functions, regex patterns, and practical challenges in Python.
4.
Decision Control Instruction
9 Lessons
Grasp the fundamentals of decision control instructions, conditional expressions, and practical programming challenges.
5.
Repetition Control Instruction
9 Lessons
Map out the steps for using Python loops, break/continue statements, and solving control challenges.
6.
Console Input/Output
5 Lessons
See how it works to manage console input/output in Python, including average calculation.
7.
Lists
11 Lessons
Master the steps to use Python lists effectively, perform operations, and solve list-based challenges.
8.
Tuples
9 Lessons
Get familiar with Python tuples, operations, built-in functions, varieties, and solving practical challenges.
9.
Sets
9 Lessons
Unpack the core of sets in Python, their operations, methods, and practical applications.
10.
Dictionaries
9 Lessons
Examine dictionaries’ structure, operations, methods, varieties, and practical challenges with solutions.
11.
Comprehensions
7 Lessons
Break down complex ideas in Python comprehensions, from lists and sets to challenges.
12.
Functions
5 Lessons
Deepen your knowledge of Python functions, arguments, and counting case letters in strings.
13.
Recursion
6 Lessons
Investigate recursion, recursive problems, types and limit, and count vowels recursively.
14.
Functional Programming
7 Lessons
Master the steps to functional programming in Python, including lambda functions and higher-order functions.
15.
Modules and Packages
4 Lessons
Learn how to use Python modules and packages to organize and reuse code efficiently.
16.
Namespaces
4 Lessons
Get started with namespaces, symbol tables, and scope hierarchy in Python programming.
17.
Classes and Objects
7 Lessons
Examine Python's classes, objects, initialization, class variables, methods, and practical application.
18.
Intricacies of Classes and Objects
8 Lessons
Enhance your skills in Python's class structure, naming conventions, and custom operator overloading.
19.
Containership and Inheritance
9 Lessons
Take a look at containership, inheritance, access control, types of inheritance, and abstract classes in Python.
20.
Iterators and Generators
8 Lessons
Investigate iterators, generators, and their applications for efficient data handling.
21.
Exception Handling
9 Lessons
Master the steps to handle errors, create user-defined exceptions, and manage resources in Python.
22.
File Input/Output
10 Lessons
Try out Python techniques for file handling, serialization, and directory operations.
23.
Miscellany
11 Lessons
Discover the logic behind Python docstrings, command-line arguments, bitwise operators, and decorators.
24.
Concurrency and Parallelism
8 Lessons
Master concurrency, parallelism, thread types, launching threads, and thread-based file operations in Python.
25.
Synchronization
6 Lessons
Grasp the fundamentals of synchronization in multithreaded applications using Python's threading module.
26.
NumPy Library
11 Lessons
Delve into creating, manipulating, and performing arithmetic operations on NumPy arrays.
27.
Appendix
4 Lessons
Follow the process of installing Python, utilizing resources, understanding compilation, and preventing common bugs.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
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