From 0 to 1: Learn Python Programming - Easy as Pie

MP4 | Video: 1280x720 | 68 kbps | 48 KHz | Duration: 3 Hours | 796 MB

Genre: eLearning | Language: English

A Python course for absolute beginners - this will take you to a fairly serious early intermediate level.

What's Covered:

Introductory Python: Functional language constructs; Python syntax; Lists, dictionaries, functions and function objects; Lambda functions; iterators, exceptions and file-handling

Database operations: Just as much database knowledge as you need to do data manipulation in Python

Auto-generating spreadsheets: Kill the drudgery of reporting tasks with xlsxwriter; automated reports that combine database operations with spreadsheet auto-generation

Text processing and NLP: Python’s powerful tools for text processing - nltk and others.

Website scraping using Beautiful Soup: Scrapers for the New York Times and Washington Post

Machine Learning : Use sk-learn to apply machine learning techniques like KMeans clustering

Hundreds of lines of code with hundreds of lines of comments

Drill #1: Download a zip file from the National Stock Exchange of India; unzip and process to find the 3 most actively traded securities for the day

Drill #2: Store stock-exchange time-series data for 3 years in a database. On-demand, generate a report with a time-series for a given stock ticker

Drill #3: Scrape a news article URL and auto-summarize into 3 sentences

Drill #4: Scrape newspapers and a blog and apply several machine learning techniques - classification and clustering to these