Learn Python For Data Science / Data Analysis
This training program focuses on data processing techniques of the data collected by using python & analyzing the data to improve the operation efficiency and increase the revenue of a company. Data analysis is important in business to understand problems facing an organization and to explore data in meaningful ways. This context can then be used by decision-makers to take action with the aim of enhancing productivity and business gain.
Level 1 – 3 Days Training
Course Objective
The course is aimed at participants who are new to the language and even those who may not have experience with other programming languages. Participants will learn: how Python works and its place in the world of programming languages; to work with and manipulate strings; to perform math operations; to work with Python sequences; to collect user input and output results; flow control processing: to write to, and read from, files; to write functions, and to handle the exception.
Learning Outcome
At the completion of the training, candidates will be able to:
- Work with Variables and Simple Data Types
- Work with Lists
- Utilize if Statements
- Work with Dictionaries
- Create User Input and While Loops
- Create Functions
- Work with Files and Exceptions
Course Outline
- Setting-Up & Troubleshooting Python Installation
- Running Python Programs From A Terminal
- Variables & Data Types
- Introducing To Lists
- Working With Lists & Exercises
- If Statement
- Dictionaries
- User Input & While Loops
- Functions & Exercises
- Files and Exceptions
- Create A Project
Level 2 – 2 Days Training
Course Objective
- This training is targeted at sincere Python coders who want to enhance their skills in Python classes and code testing.
- The training will take the coders to next level in coding in view of producing compact and bug-free codes.
Learning Outcome
At the completion of the training, candidates will be able to:
- Work with Classes as Objects
- Work with Classes as Functions
- Work with Methods
- Work with Inheritance
- Debug Codes
- Test Codes
Course Outline
- Attributes & Rectangles
- Objects & Copying
- Time
- Functions & Modifiers
- Printing Objects
- The init Method
- The str() Method
- Operator Overloading
- Interface & Implementation
- Card Objects
- Decks & Printing
- Add, Remove, Shuffle & Sort
- Class Diagrams
- Data Encapsulation
- Debugging
- Code Testing
Microsoft Certification Training (For Examination) – 5 Days Training
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Master Class System Tools
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Master Class GUI Programming
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Prerequisites
Basic knowledge of programming is preferable.
Who Can Attend?
- SPM / O-Level / A-Level
- Software / Data Engineers
- Those who want to write programs in Python
- Anyone who wants a solid exposure to Python as their first programming language
Trained by:
Experienced trainer with more than 10 years dealing with programming and troubleshooting on codes and errors.
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