Data Analytics with Python
One of the top languages used for data science is Python. With its power and flexibility Python is highly sought after as a preferred tool by data scientists
Workshop Objective
The workshop aims to equip you with essential skills in decsion science using Python. The course will focus on Python and how to achive the results with Python. It is expected the partiicpants have some background in basic statistics.
Prerequisites
- Please carry your own laptop
- Brush up on basic statistics as they will be useful when we cover the above topics
- Install Python
Exams:
- Multiple Choice questions
- Project completion
Certification:
- Completion Certificate
- Passing exam with 80% score and submission of project will get a certificate of achievement
Learning Outcomes and Translation to work
- Participants will be able to understand and use python data science libraries as a tool for data analytics
- Participants will be able to create Python codes for the above techniques
- Participants will be create visualizations using python
Intented Audience
- Data Science Enthusiasts
- Data Analysts
- Analytics Professionals
The Course will cover
- Introduction to Python
- IPython
- NumPy and Pandas Basics
- Pandas
- Data Wrangling: Clean, Transform, Merge, Reshape
- Plotting and Visualization
- Decision Trees
- Linear Regression