Learn Every Data Scientist’s Favourite Programming Language
Certified Python Programmer for Data Science (CPPDS)
Once submitted, you will receive the course syllabus via email
5 days, including
examination
Vendor
Neutral
Industry
Validated
Internationally Recognised
Digital Credential
Certification Exam
Pass the 2-hour exam consisting of 50 Online Multiple Choice Questions with the score of 70% to earn this certification
Vendor-neutral
“Vendor-neutral” certifications refer to any certifications that are not directly associated with specific IT vendors. These certifications tend to develop a knowledge and skill base that is universally applicable and individual with skills that are more conceptual, setting you up to work with a greater range of products / tools.
Industry Validated
One of the most industry validated digital skills certification in Asia. Course and exams is taken by the industries / academia / governments from 26 countries in Asia via 30+ Authorised Training Partners (ATP) and 50+ Authorised Academy Partners (AAP) within iTrain Asia Global Partner Network.
Internationally Recognized Digital Credential
iTrain Asia has partnered with Credly USA (Acclaim) – the International Digital Credentialing Provider to award digital badges for your iTrain Asia Digital Skills credentials. You can share your qualifications on social media, and keep your digital credentials for life. Employers can also easily validate the certification via blockchain enabled digital credentials 
UPCOMING TRAINING DATES:
4 – 8 Sep 2023
Course Overview
Do you yearn to pursue a career in data science someday? If yes, then a valuable Python certification is a sturdy weapon in the race for better employment, first-rate expertise and a greater competitiveness. This can open doors to better jobs and a better salary.
Python is a versatile language used by data scientists for various data science projects and applications. It emphasises on code readability and provides great functionality to deal with mathematics, statistics and scientific functions.
In this 5-days Python for Data Science journey, you will gain the ability to apply Python fundamentals to drive business solutions across industries.
This beginner-friendly course will guide you on the end-to-end process of data importing, data cleaning, data analysing, and data visualisation for new insights on your company’s data.
What you will gain:
1- Familiarity with terms “Data Science” and “Machine Learning”.
2- Understanding of the basics of Python and write codes swiftly
3- Deal easily with file systems and different sources of data
4- Learn how to analyse, retrieve and clean data with Python
5- Make inferences and strong predictions using Data
Introduction to Programming- What is an Algorithm?
- What is Programming?
- The Natural Language of the Computer
- Machine Language
- Programming Language Levels
- Translators
Python Basics- Identifiers, Lists, and Tuples
- Dictionaries, Sets and Strings
- Operators, Control Structures and Loops
Jupyter Notebook- Installing and Running Jupyter
- User Interface
- Checkpoints
Functions- Functions
- Lambda and Map Functions
- Globals and Locals
Pythonic Programming- List Comprehension
- Generator Expressions
- Exceptions Handling
Modules and Packages- Modules
- Documentation
- Packages and Namespaces
Working with Files- Create, Read, Update, Delete (CRUD) a File
Object-Oriented Programming- OOP in General
- Classes
- Objects
- Constructors
- Instance/Class Data
- Instance/Class Method
- Inheritance
OS Module- Working with File Systems
- Walking Directory Trees
- Paths
- Filenames
- Directories
Working with Files- Creating a File
- Reading a File
- Updating a File
- Deleting a File
Working with JSON Data- What is JSON and Why Is It Important?
- Module, Serialisation and Deserialisation
Web Scraping (BeautifulSoup)- What is Web Scraping
- HTML Tags
- BeautifulSoup Module
- Webpage Scraping Phase
Introduction to Matrix Processing (NumPy)- What is NumPy?
- Ndarray Object, Data Types
- Array Attributes, Array Creation Routines
- Indexing and Slicing
- Array Manipulation
- Mathematical Functions
Data Analysis (Pandas)- What is Pandas?
- Series
- Dataframes
- Data Importing
- Data re-processing
- Data Grouping
Data Visualization (Matplotlib)- What is Matplotlib?
- Line Graphs
- Bar Graphs
- Pie Charts
- Histograms
- Scatter Plots
- Graph Attributes
- Text Annotation
Introduction to Applied Machine Learning (Scikit-learn)- What is Machine Learning?
- Machine Learning Algorithm Types
- Main Steps in Machine Learning Projects
- Introduction to Scikit-learn Module
Capstone Project
Final Evaluation (Exam)
Don’t just take our word for it
Hear from our certified trainees
COMPANIES WHO LEARNED FROM US
Trusted By Public, Private & Education Sectors
Human Resources Development Corporation Approved Centre
All our certification training are HRD Corp claimable under the Skim Bantuan Latihan (SBL and SBL-Khas Scheme). For training under the SBL-Khas Program, no upfront payment is required. For more information, Click Learn More to Visit the site
Human Resources Development Corporation Approved Centre
A CERTIFICATION TRAINING THAT HELPS YOU STAND OUT
This Certified Python Programmer for Data Science (CPPDS) awarded by iTrainAsia Singapore, the region’s top Tech Certification Provider. Be part of our expanding community of global tech experts, and gain the opportunity to:
Develop in-demand competencies and get acknowledged by key industry players & employers
Enjoy a leaner-mediated training experience that supports you from
start to end
Experience a structured and
hands-on approach to achieving your
credentials
Already a pro at this?
Explore other certifications instead
– Certified Data Science Specialist (CDSS)
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