Python For Data Science and AI
Go from Zero knowledge to Mastering Python programming and the tools you’ll need to start a lucrative career as a Data Scientist
Course preview:
Learn the basics and a bit beyond, from zero knowledge and skill to decent coding and data science skills.
Course Fee:
N150,000.00
What You'll Learn
- Have a fundamental understanding of the Python programming language.
- Create Programs that can think using logic and data structures
- Acquire the pre-requisite Python skills to move into specific branches - Machine Learning, Data Science, etc..
- Automate Coding Tasks By Building Custom Python Functions
- Add the Python Object-Oriented Programming (OOP) skills to your résumé.
- Understand how to use data analysis toolkits, Pandas and Numpy
- Learn to use Matplotlib for Python Plotting
- Implement Machine Learning Algorithms like Scikit Learn
2020 Start Dates
Bootcamp and Weekend options available
Bootcamp - Jan 13th
Price N150,000
Port Harcourt
- Week 1 - Mon, Jan 13 - Fri, Jan 17, (10:00 - 17:00 daily)
- Week 2 - Mon, Jan 20 -Fri, Jan 24, (10:00 - 17:00 daily)
Bootcamp - Jan 27th
Price N150,000
Port Harcourt
- Week 1 - Mon, Jan 27 -Fri, Jan 31, (10:00 - 17:00 daily)
- Week 2 - Mon, Feb 3 - Fri, Feb 07, (10:00 - 17:00 daily)
Bootcamp - Feb 10th
Price N150,000
Port Harcourt
- Week 1 - Mon, Feb 10 - Fri, Feb 14, (10:00 - 17:00 daily)
- Week 2 - Mon, Feb 17 - Fri, Feb 21, (10:00 - 17:00 daily)
Things to Remember
- Please bring your own laptop to class
- We will help you to install all the programs you need in class.
- Lunch break is normally scheduled from 12:30 PM until 1:15 PM
- We will provide you with written materials and Python code examples.
- If you withdraw two days before the course start date, any deposit paid will be refunded in full.
- No refunds will be given for cancellations made after start date.
- If you cannot attend classes for which you were charged, you could join next cohort and make up the missed classes.
Course Content
Introduction to Python
- What is Python?
- Code Editors
- Writing your first Python program
- Primitive Types: Integers, Floats, Strings, Booleans
- Arithmetic Operations in Python
- Type Conversions
- Common Errors in Python
Conditionals and Logical Operators
- If, Else and Elif Statements
- Logical Operators
- Comparison Operators
- Weight Converter
- Password Checker
Loops
- WHILE Loops
- FOR Loops
- Nested loops
Functions
- Defining Functions
- Arguments
- Types of Functions
Data Structures
- Lists
- Tuples
- Dictionaries
Object-Oriented Programming
- Classes, Methods and Objects
- Inheritance, Encapsulation, Polymorphism and Abstraction
Exception Handling
- Try, Except and Finally Statement
Intro to Data Science
- Statistics and Probability Refresher
- Introduction to Pandas
- Introduction to Numpy
Predictive Models
- Linear Regression
- Polynomial Regression
- Multiple Regression
Machine Learning With Python
- Supervised and Unsupervised Learning
- Libraries and Tools
- Importing Datasets
- Learning and Predicting
- Calculating Accuracy
- Persisting Models
Course Price
N250,000.00
This week special price
N150,000
What's Included
- 60+ Contact Hours
- Tons of Practical Exercises and Projects
- Certificate of Completion