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Python and SQL Bible

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"Embark on a transformative journey with this course designed to equip you with robust Python and SQL skills. Starting with an introduction to Python, you'll delve into fundamental building blocks, control flow, functions, and object-oriented programming. As you progress, you'll master data structures, file I/O, exception handling, and the Python Standard Library, ensuring a solid foundation in Python. The course then transitions to SQL, beginning with an introduction and covering basics, and proceeding to advanced querying techniques. You'll learn about database administration and how Python integrates seamlessly with SQL, enhancing your data manipulation capabilities. By combining Python with SQLAlchemy, you'll perform advanced database operations and execute complex data analysis tasks, preparing you for real-world challenges. By the end of this course, you will have developed the expertise to utilize Python and SQL for scientific computing, data analysis, and database management. This comprehensive learning path ensures you can tackle diverse projects, from basic scripting to sophisticated data operations, making you a valuable asset in the tech industry. You'll also gain hands-on experience with real-world datasets, enhancing your problem-solving skills and boosting your confidence."

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,TABLE OF CONTENTS

WHO WE ARE

OUR PHILOSOPHY:

OUR EXPERTISE:

INTRODUCTION

CHAPTER 1: PYTHON: AN INTRODUCTION

1.1 BRIEF HISTORY OF PYTHON

1.2 BENEFITS OF PYTHON

1.2.1 Readability and Simplicity

1.2.2 High-Level Language

1.2.3 Extensive Libraries

1.2.4 Cross-Platform Compatibility

1.2.5 Dynamically Typed

1.2.6 Support for Multiple Programming Paradigms

1.2.7 Strong Community and Widespread Adoption

1.2.8 Integration with Other Languages

1.2.9 Versatility

1.3 PYTHON APPLICATIONS

1.3.1 Web Development

1.3.2 Data Analysis and Data Visualization

1.3.3 Machine Learning and Artificial Intelligence

1.3.4 Game Development

1.3.5 Automation and Scripting

,1.3.6 Cybersecurity

1.3.7 Internet of Things (IoT)

1.3.8 Robotics

1.3.9 Bioinformatics and Computational Biology

1.3.10 Education

1.4 SETTING UP THE PYTHON ENVIRONMENT AND WRITING YOUR FIRST PYTHON PROGRAM

1.4.1 Setting up Python Environment

1.4.2 Your First Python Program

CHAPTER 1 CONCLUSION

CHAPTER 2: PYTHON BUILDING BLOCKS

2.1 PYTHON SYNTAX AND SEMANTICS

2.1.1 Python Syntax

2.1.2 Python Semantics

2.2 VARIABLES AND DATA TYPES

2.2.1 Integers

2.2.2 Floating-Point Numbers

2.2.3 Strings

2.2.4 Booleans

2.2.5 Lists

2.2.6 Tuples

2.2.7 Dictionaries

2.2.8 Type Conversion

2.2.9 Dynamic Typing

, 2.2.10 Variable Scope

2.3 BASIC OPERATORS

2.3.1 Arithmetic Operators

2.3.1 Comparison Operators

2.3.2 Logical Operators

2.3.3 Assignment Operators

2.3.4 Bitwise Operators

2.3.5 Membership Operators

2.3.6 Identity Operators

2.3.6 Operator Precedence

2.4 PRACTICE EXERCISES

CHAPTER 2 CONCLUSION

CHAPTER 3: CONTROLLING THE FLOW

3.1 CONTROL STRUCTURES IN PYTHON

3.1.1 Conditional Statements (if, elif, else)

3.1.2 Loop Structures (for, while)

3.2 ERROR AND EXCEPTION HANDLING

3.2.1 Handling Exceptions with try and except

3.2.2 The else and finally Clauses

3.2.3 Raising Exceptions

3.2.4 The assert Statement

3.3 UNDERSTANDING ITERABLES AND ITERATORS

3.3.1 Iterators in Python

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Number of pages
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Written in
2017/2018
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