pycon16_draft.pdf

This the Draft of my Workshop for Pycon16

Transcript

1. Sentiment analysis & Intro to Flask Kashyap Raval PyCon India, 2016 WORKSHOP
2. Agenda • Introduction to NLP • Introduction to Sentiment analysis • Introduction to Flask • Start working on real project • Deploying to cloud PyCon India, 2016
3. Introduction to NLP Topics 1. What is NLP 2. Uses 3. Importance 4. Text Similarity, Part of Speech Tagging, Parsing, Semantics, Question Answering, Sentiment Analysis, and Text Summarization! PyCon India, 2016
4. Introduction to Sentiment analysis PyCon India, 2016 What is Sentiment Analysis The process of computationally identifying and categorizing opinions expressed in a piece of text, especially in order to determine whether the writer's attitude towards a particular topic, product, etc. is positive, negative, or neutral. Uses: The applications of sentiment analysis are broad and powerful. The ability to extract insights from social data is a practice that is being widely adopted by organizations across the world.
5. PyCon India, 2016
6. Introduction to Tweepy Where Twitter Meets Python! PyCon India, 2016 Installation: pip install tweepy
7. Introduction to flask Flask is a micro web framework written in Python and based on the Werkzeug toolkit and Jinja2 template engine. What is Werkzeug Toolkit? Werkzeug is a toolkit for WSGI applications. It implements request and response objects, utility functions and more to allow you to build a custom framework on top of it. What is Jinja Engine? Jinja2 is a full featured template engine for Python. It has full unicode support, an optional integrated sandboxed execution environment, widely used and BSD licensed. PyCon India, 2016
8. Understanding of Basic App How flask works. Why Flask is very useful • • • Structure Routing Methods PyCon India, 2016
9. Start working on Project Now we are geared with the skills are required to build our project. Let us start working. • • • • • • Define Project Features Process Integration Testing Deployment PyCon India, 2016
10. Big Thank You PyCon India, 2016