From 0 To 1: Learn Python Programming - Easy As Pie

http://pan.baidu.com/s/1c0X51h2 密码: 7m4q

From 0 to 1: Learn Python Programming - Easy as PieMP4 | Video: 1280x720 | 68 kbps | 48 KHz | Duration: 3 Hours | 796 MBGenre: 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-handlingDatabase operations: Just as much database knowledge as you need to do data manipulation in PythonAuto-generating spreadsheets: Kill the drudgery of reporting tasks with xlsxwriter; automated reports that combine database operations with spreadsheet auto-generationText 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 PostMachine Learning : Use sk-learn to apply machine learning techniques like KMeans clusteringHundreds of lines of code with hundreds of lines of commentsDrill #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 dayDrill #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 tickerDrill #3: Scrape a news article URL and auto-summarize into 3 sentencesDrill #4: Scrape newspapers and a blog and apply several machine learning techniques - classification and clustering to these