Python Projects For Beginners | Python Projects Examples | Python Tutorial | Edureka

1. Python Projects Agenda Python Certification Training https://www.edureka.co/python

2. Python Projects Agenda Python Certification Training https://www.edureka.co/python

3. Agenda 01 Introduction Introduction to Python 02 Getting Started Installing and working with Python 03 Concepts Python Projects – 3 levels 04 Practical Approach Looking at code to understand theory Python Certification Training https://www.edureka.co/python

4. Python Projects Introduction to Python Python Certification Training https://www.edureka.co/python

5. Introduction To Python Python is an interpreted, high-level, general-purpose programming language. What is Python? I created Python! No. It wasn't named after a dangerous snake. Rossum was fan of a comedy series from late seventies. Largest community for Learners and Collaborators The name "Python" was adopted from the same series "Monty Python's Flying Circus". Let’s get started then! Open Source Python Certification Training https://www.edureka.co/python

6. Python Projects Why is Python so popular? Python Certification Training https://www.edureka.co/python

7. Popularity Of Python Learning other languages Learning Python Syntax is extremely simpleto read and follow! Pythonis very beginner-friendly! Millions of happy learners! I love Python! Hello Python! Python Certification Training https://www.edureka.co/python

8. Python Projects Why should you learn Python? Python Certification Training https://www.edureka.co/python

9. Why Should You Learn Python? Python is a general-purpose language Wide range of applications Graphical User Interface Web Development Mathematical Computations Length of the code is relatively short Fun to work with! Python Certification Training https://www.edureka.co/python

10. Python Projects Installation & Development Environments Python Certification Training https://www.edureka.co/python

11. Installation & Development Environments Installing Python is very straightforward! There are a lot of environments you can use! Google Colab Komodo IDE Python Certification Training https://www.edureka.co/python

12. Python Projects Python Trends Python Certification Training https://www.edureka.co/python

13. Python Trends Python is trendy, yay! Python Certification Training https://www.edureka.co/python

14. Python Projects Progression with Python Python Certification Training https://www.edureka.co/python

15. Progression With Python Python Projects Learning to develop using Python Introduction to Python Learning the fundamentals of Python Solving problems using Python 1 Getting started With Code Python Mastery 3 4 Doing all that is needed to master Python and implement it in multiple situations. Working on concepts involving Artificial Intelligence or any other trendy technologies. Python Usage Important to know why you want to learn Python. 2 Top uses of Python in the real world. Python Certification Training https://www.edureka.co/python

16. Python Projects Introduction to Python projects Python Certification Training https://www.edureka.co/python

17. Introduction to Python Projects It is best to divide the level of complexity and work from the ground up Projects Easy Projects Intermediate Projects Advanced Projects Python Certification Training https://www.edureka.co/python

18. Introduction to Python Projects Fundamentals & Basics Important to understand all/most of the fundamentals before starting with code Basics of Python is easy to understand 1 2 Easy Projects 3 Starting out with simple projects which do not need any dependencies 4 Use existing packages to build something Advanced Projects Making use of Python for specialized requirements. Intermediate Projects Using external libraries to work with Python Achieving Artificial Intelligence is one good use case of an advanced project. Simple libraries at this point of time Python Certification Training https://www.edureka.co/python

19. Python Projects Easy Python Projects Python Certification Training https://www.edureka.co/python

20. Easy Python Projects Problem Statement Analyzing and providing solution Solution Achieved Python Implementation Hello World 1 5 Conversions 2 6 String Manipulation Calculations Basic Programs 3 7 Hangman Python Certification Training https://www.edureka.co/python

21. Easy Python Project - Hangman Have you played Hangman before? ‘n’ lettered word! Check if letter exists Number of attempts Word Guess!! Python Certification Training https://www.edureka.co/python

22. Python Projects Intermediate Python Projects Python Certification Training https://www.edureka.co/python

23. Intermediate Python Projects There are many Python concepts to be considered as intermediate! Use an external library NumPy Scipy Pandas Matplotlib Python Certification Training https://www.edureka.co/python

24. Intermediate Python Project – Data Visualization Data Visualization is vital for analyzing and displaying data graphically! Input Data Analyze Data Output Data Visualize using Graph Python Certification Training https://www.edureka.co/python

25. Intermediate Python Project – Data Visualization 3D Visualization using Matplotlib Python Certification Training https://www.edureka.co/python

26. Python Projects Advanced Python Projects Python Certification Training https://www.edureka.co/python

27. Advanced Python Projects Achieving Artificial Intelligence is advanced in my opinion! Deep Learning TensorFlow PyTorch Keras Theano Python Certification Training https://www.edureka.co/python

28. Advanced Python Project – Image Classifier Problem Statement Generating an Image Classifier which predicts data based on an Image-Set by constructing a Neural Network which is used by companies like Google to create Image-to-Text Applications such as Translation etc. Using this we optimise accuracy of data obtained! Python Certification Training https://www.edureka.co/python

29. Image Classifier – Dataset What about data? Standard Python Packages can be used to load data into numpy array. Then can be converted into a torch.*Tensor. Image Audio Text • Scipy • SpaCy • Pillow • Librosa • Cython • OpenCV torchvision package helps to avoid writing boilerplate code Python Certification Training https://www.edureka.co/python

30. Image Classifier – CIFAR10 Let’s use the CIFAR10 dataset. • The images in CIFAR-10 are of size 3x32x32, i.e. 3-channel colour images of 32x32 pixels in size. • Python Certification Training https://www.edureka.co/python

31. Image Classifier – Flow Diagram Start Load the Dataset Read the Dataset Normalize test Dataset using torchvision Pre-processing of dataset Train the Network Define Convolution Neural Network (CNN) Define Loss Function Repeat the process to Decrease the Loss Test the Network Based on Trained Data Make Prediction on the Test Data End Python Certification Training https://www.edureka.co/python

32. Python Projects Conclusion Python Certification Training https://www.edureka.co/python

33. Conclusion Python projects, yay! Python Certification Training https://www.edureka.co/python