Training – Introduction to Data Analytics using Python (IOT202)

Python is a high-level programming language that is widely in use today. Python code is highly readable, and its syntax ensures programmers write code that is properly-indented and clear. Python is supported on most platforms and is well suited for a wide variety of tasks – ranging from automating your daily platform tasks, to running as a standalone Web Server.
In this two-day workshop, you will venture into the world of Data Analytics! You will learn how you can use the various libraries and tools with Python to turn your data into your most valuable assets!

Topics

Introduction to Data Analytics
Using Jupyter Notebook
Introduction to Python Programming
- Basic Python Syntax
- Creating and calling functions
- Lambda functions
- Iterations and conditional statements
- Using modules and libraries
Using the Data Libraries in Python
- Using NumPy for manipulating arrays
- Using Pandas for manipulating tabular data
  - Pandas Series
  - Pandas DataFrame
Data Cleansing
- Getting sample data
- Removing empty fields
- Removing outliers
Data Visualization
- Using matplotlib
  - Displaying Linear, Bar, and Pie Charts
- Using Seaborn
Performing Data Analysis
- Plotting Blood Sugar readings
- Analyzing Fuel Efficiencies of cars
- Analyzing birth rates of Singapore
- Analyzing Ethic Composition of Singapore

Prerequisites

Basic programming experience
Understanding of basic object-oriented programming concepts

Hardware

Mac / Windows laptop

Software

Anaconda

About the course

Duration – 2-day
Trainer – Wei-Meng Lee
Standard price – 449 Eur + VAT
Date – to be announced (if you’re interested, please contact edgars@devclub.lv)
Location – online

About Wei-Meng Lee

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.

Some of Wei-Meng Lee’s Clients