Python For Deep Learning - I | Python Basics | Python Tutorial | Python Training | Edureka Live
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The document outlines a Python use-case focusing on analyzing life expectancy patterns globally from 1960 to 2012. It provides an introduction to Python, covering its features, basic code structures, and relevant libraries such as NumPy, Pandas, and Matplotlib for data analysis and visualization. Additionally, it emphasizes the importance of the use-case and offers insights into implementing the analysis.
Python For Deep Learning - I | Python Basics | Python Tutorial | Python Training | Edureka Live
- 1. Copyright © 2017, edureka and/or its affiliates. All rights reserved.
- 2. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Use-Case Let’s see what we will implement in this session
- 3. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Use-Case You have been hired by WHO, and your task is to analyze the pattern in life-expectancy for every country of the world from (1960-2012).
- 4. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Why Are We Doing This Let’s understand the importance of this use-case
- 5. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Use-Case Healthy Diet Social Conditions Regular Exercise Vaccination Economic Conditions
- 6. Copyright © 2017, edureka and/or its affiliates. All rights reserved. What Is Python? Let’s understand what is Python?
- 7. Copyright © 2017, edureka and/or its affiliates. All rights reserved. What Is Python? Python is an interpreted, object-oriented, high-level programming language with dynamic semantics Procedure Oriented Object Oriented Easy to Learn High Level Language
- 8. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Code-Basics Now is the time to understand Pyhon code-basics
- 9. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Variables Variables are nothing but reserved memory locations to store values. This means that when you create a variable you reserve some space in memory. C=‘edureka’ A = 16 B = 20 C = ‘edureka’ B=20 A=16 Memory
- 10. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Data-Types Numeric List Tuple Strings Set Dictionary
- 11. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Operators Identity Operators Membership Operators Comparison Operators Arithmetic Operators Assignment Operators Logical Operators Bitwise Operators Operators
- 12. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Conditional Statements
- 13. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Loops Start Conditional Code Condition If condition is false If condition is true End
- 14. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Functions Functions are a convenient way to divide your code into useful blocks, allowing us to order our code, make it more readable, reuse it and save some time.
- 15. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Numpy, Pandas, Matplotlib Let’s look at some useful Python libraries
- 16. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Python Numpy • Numpy is the core library for scientific computing in Python. • It provides a high-performance multidimensional array object, and tools for working with these arrays.
- 17. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Matplotlib Matplotlib is a Python package used for 2D graphics
- 18. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Pandas Pandas is a software library written for the Python programming language for data manipulation and analysis.
- 19. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Use-Case Implementation Let’s see how to implement the use-case
- 20. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Implementation Of The Use-Case
- 21. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Session In A Minute Python Use-Case What is Python? Python Code-Basics Implementation Of The Use-Case