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** Python Certification Training: https://www.edureka.co/python **<br>This Edureka PPT on Python Projects will help you establish a foothold on Python by helping you assess and obtain skills which are used to design, develop and analyze projects built in Python. <br><br>1. Introduction to Python<br>2. Installation and Working with Python<br>3. Python Projects- 3levels<br>4. Practical approach - Code<br><br>Python Tutorial Playlist: https://goo.gl/WsBpKe<br>Blog Series: http://bit.ly/2sqmP4s<br><br>Follow us to never miss an update in the future: <br><br>Instagram: https://www.instagram.com/edureka_learning/<br>Facebook: https://www.facebook.com/edurekaIN/<br>Twitter: https://twitter.com/edurekain<br>LinkedIn: https://www.linkedin.com/company/edureka
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Python Projects Agenda Python Certification Training https://www.edureka.co/python
Python Projects Agenda Python Certification Training https://www.edureka.co/python
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
Python Projects Introduction to Python Python Certification Training https://www.edureka.co/python
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
Python Projects Why is Python so popular? Python Certification Training https://www.edureka.co/python
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
Python Projects Why should you learn Python? Python Certification Training https://www.edureka.co/python
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
Python Projects Installation & Development Environments Python Certification Training https://www.edureka.co/python
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
Python Projects Python Trends Python Certification Training https://www.edureka.co/python
Python Trends Python is trendy, yay! Python Certification Training https://www.edureka.co/python
Python Projects Progression with Python Python Certification Training https://www.edureka.co/python
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
Python Projects Introduction to Python projects Python Certification Training https://www.edureka.co/python
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
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
Python Projects Easy Python Projects Python Certification Training https://www.edureka.co/python
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
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
Python Projects Intermediate Python Projects Python Certification Training https://www.edureka.co/python
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
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
Intermediate Python Project – Data Visualization 3D Visualization using Matplotlib Python Certification Training https://www.edureka.co/python
Python Projects Advanced Python Projects Python Certification Training https://www.edureka.co/python
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
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
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
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
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
Python Projects Conclusion Python Certification Training https://www.edureka.co/python
Conclusion Python projects, yay! Python Certification Training https://www.edureka.co/python