Data Analytics with Python

Course Description

Dive into the world of data science and understand the power of harnessing data to identify trends and patterns and be the bridge between your organisation’s data and its business objectives!

What will you learn?

Python Programming and Data Structure

• Introduction to Data Analytics and Python

• Manipulating Strings and Variables

• Evaluating Data Structures

• Lists, Tuples and Dictionaries

• Invoking functions with Python

Designing Presentation of Data

• Introduction to Jupyter Notebook

• Introduction to MatPlotLib

• Interacting with DataFrame and Series with Pandas

• Data Cleaning and Data Aggregation concepts

• Pandas filtering and indexing

Constructing Data-Driven Insights

• Titanic Case Study

• Analysing Titanic with Pandas Data frame

• Conceptualising Preliminary Exploratory Data Analysis (EDA)

• Applying Data Imputation and Data Visualisation techniques on the Titanic

• Deriving Quantitative Insights by Identifying Patterns from Data

Data Visualization Techniques

• Introduction to Infographics

• Developing Content Strategy in Infographics Design

What to expect?

• An understanding of fundamental programming concepts

• Utilise Python as a tool for data visualisation and analysis

• Work with real-world data and solve real-world problems

• Experience Data Analytics tools (Pandas, Numpy, Matplotlib, Seaborn)

• Developing a content strategy for effective infographics design

Workshop Outcome

At the end of the programme, you will be required to create a data analysis along with info graphics for real world problems using real data sets extracted from respective government websites.

Additional Information

• Absentee Payroll : Claimable at $7.50 per hour of training.

• All nett fees are claimable via : SkillsFuture Credit and PSEA funding.

• Learners are required to bring their own laptops for training. Rentals are available subject to availability.