Python & Pandas in a Nutshell

A short introduction into Python, Pandas and Jupyter. https://github.com/mikebild/introduction-python

Transcript

1. PYTHON DATA-DRIVEN APPS WITH
2. DATA-DRIVEN APPS WITH PYTHON BIG DATA?!? ▸ Intro, Methods & Techniques ▸ Why Python? Ecosystem, Tools & Libraries ▸ Example & Bonus
3. DATA-DRIVEN APPS WITH PYTHON DISCIPLINES I/0 - DATA ACCESS PYTHON DATA ANALYTICS BUSINESS INTELLIGENCE SMART DATA DATA SCIENCE MACHINE LEARNING DATA MINING KNOWLEDGE DISCOVERY IN DATABASES
4. DATA-DRIVEN APPS WITH PYTHON METHODS & TECHNIQUES EXPLORATION EVALUATION KNOWLEDGE USER EXPERIENCE DATA ACCESS EXTRACT-TRANSFORM-LOAD SCRAPING PRE-PROCESSING CLEANSING STATISTICS TRAINING LEARNING VISUALIZATION AGGREGATION SEMANTIC MAPPING INTEGRATION APPLICATION SERVICES MODELING MINING RAW-MODELING BUSINESS VALUE DOMAIN CONTEXT WRANGLING FILTER TRANSFORMATION VISUALIZATION SECURITY PERFORMANCE MODELING
5. DATA-DRIVEN APPS WITH PYTHON WHY PYTHON? PYTHON IS EASY TO LEARN & VERY PRODUCTIVE DATA ANALYSIS DATA SCIENCE NATURAL LANGUAGE PROCESSING WEB SERVICES WEB SITES DATA ACCESS
6. DATA-DRIVEN APPS WITH PYTHON POPULAR LIBRARIES I/0 - DATA ACCESS PYTHON DATA ANALYTICS BUSINESS INTELLIGENCE SMART DATA DATA SCIENCE MACHINE LEARNING DATA MINING KNOWLEDGE DISCOVERY IN DATABASES PANDAS NUMPY SCIKIT-LEARN MATPLOTLIB SQLALCHEMIE HTTP XML JSON + + FILES EXCEL SCIPY NLTK
7. DATA-DRIVEN APPS WITH PYTHON EXPLORATORY DATA ANALYSIS WITH brew install python3 python3 -V pip3 -V pip3 install jupyter jupyter notebook
8. EXAMPLE 1 
 BUDGETING BUILD A DATA-DRIVEN-APP TO HANDLE A HUGE SET OF EVENT/MEETING-BUDGETS FOR BUSINESS REVIEWS
9. DATA-DRIVEN APPS WITH PYTHON DATA-ANALYSIS BY EXAMPLE SIMPLE MORE VISUALIZATION AGGREGATION FILTER TRANSFORMATION DATA ACCESS COMMAND-LINE APP OUTPUT 1 2 3 4 5
10. …MORE
 DEMOS ▸ Command Line Applications ▸ Scheduled Jobs ▸ Extract-Transform-Load ▸ Web-Services and Web-Sites ▸ Application Deployment with Docker DATA-DRIVEN APPS WITH PYTHON