Write efficient Python code for software development, data science, and machine learning applications using core programming concepts and libraries
Develop data analysis and visualization skills with Python to interpret complex datasets effectively
Implement machine learning algorithms in Python to solve real-world problems and build predictive models
Utilize Python for automation and scripting to streamline workflows and improve productivity
Apply Python programming techniques to develop scalable, maintainable, and high-performance applications
Integrate Python with databases and APIs for dynamic data retrieval and management in projects
Debug and troubleshoot Python code efficiently to ensure robust software solutions
Create interactive data visualizations and dashboards using Python libraries like Matplotlib and Seaborn
Leverage Python frameworks and tools for web development, data analysis, and machine learning projects
Understand Python syntax, data structures, and object-oriented programming for advanced software solutions
Implement best practices for Python coding, testing, and version control in collaborative environments
Explore Python’s role in emerging fields like artificial intelligence, deep learning, and big data analysis
Course Content
المحتوى
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Introduction to Python Programming
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The Definition of Python
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What is a Compiler
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What is an Interpreter
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Compiled vs Interpreted Languages
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Is Python Compiled or Interpreted
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Python and Visual Studio Code Installation
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Indentation in Python Part 1
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Indentation in Python Part 2
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Understanding Arithmetic Operators through REPL in Python
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Basic Data Types in Python Part 1
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Basic Data Types in Python Part 2
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Variables in Python
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Variable Naming Conventions in Python
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Variables as Labels in Python
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Strings in Python
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Accessing String Characters in Python
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String Operators in Python Part 1
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String Operators in Python Part 2
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String Operators in Python Part 3
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String Slicing in Python Part 1
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String Slicing in Python Part 2
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String Formatting in Python Part 1
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String Formatting in Python Part 2
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String Methods in Python Part 1
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String Methods in Python Part 2
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String Methods in Python Part 3
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String Methods in Python Part 4
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String Methods in Python Part 5
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String Methods in Python Part 6
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String Methods in Python Part 7
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String Methods in Python Part 8
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Implicit Type Conversion in Python
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Explicit Type Conversion in Python Part 1
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Explicit Type Conversion in Python Part 2
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Arithmetic Operators in Python
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Precedence and Associativity of Arithmetic Operators
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Comparison Operators in Python
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Logical Operators in Python
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Decimal to Binary and Binary to Decimal Conversion
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Bitwise Operators in Python Part 1
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Bitwise Operators in Python Part 2
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Bitwise Right Shift Operator in Python
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Bitwise Left Shift Operator in Python
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Assignment Operators in Python
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Membership Operators in Python
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Identity Operators in Python Part 1
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Identity Operators in Python Part 2
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Expressions in Python Part 1
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Expressions in Python Part 2
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Statements in Python Part 1
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Statements in Python Part 2
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Comments in Python
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Python Programming Rapid Fire Quiz 1
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Introduction to Lists in Python
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Accessing Elements of a List in Python
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Adding Elements to a List in Python
00:00 -
Final Exam – python
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