
Mastering Python for Data Science


- Duration
3 Months
- Modules
5 Modules
- Assignments
3 Assignments
- Format
Blended Learning
- Projects
3 Projects
- Level
Beginner
Globally Recognized & Accredited:





Students Trained Globally
Industry-Aligned Programs
Countries with Active Alumni
Career Transition Success
- Industry-Standard Technology Stack
Tools & Technologies That Power Success
Master the complete data science ecosystem with hands-on experience using industry-leading tools and frameworks. Our Advanced Program in Data Science equips you with practical skills in Python programming, data manipulation, visualization, and machine learning – preparing you for real-world data challenges.
- Production-Ready Skills
- Industry-Relevant Tools
- Hands-On Learning
Python

MySQL

Anaconda

Jupyter Hub
Pandas
NumPy
Seaborn
Matplotlib
Excel
GIT
HTML

CSS
- Industry-Standard Technology Stack
Tools & Technologies That Power Success
- Production-Ready Skills
- Industry-Relevant Tools
- Hands-On Learning
Python

MySQL

Anaconda

Jupyter Hub
Pandas
NumPy
Seaborn
Matplotlib
Excel
GIT
HTML

CSS
Acacia University Professional Development

Eligibility
Prerequisites
Course Modules
Foundation for Data Science
Begin your journey in data science with a solid programming foundation. This module introduces the Python programming language, focusing on its core structure, syntax, and logical flow. Understand how to write effective and clean code using Python’s powerful features.
Core Python Concepts and OOP Principles
Master basic and advanced Python features including control structures, loops, functions, and modules. Dive into object-oriented programming (OOP) and explore key principles like encapsulation, inheritance, polymorphism, and abstraction—essential for modular and scalable coding.
Real-World Programming Readiness
Develop the programming confidence needed for data science and machine learning roles. Learn how to structure scripts, manipulate data, and begin building the foundation for data-driven projects using Python’s built-in capabilities and external libraries.


Learning Outcomes
By completing this module, you will:
- Understand the structure of Python and learn how to write functional programs
- Grasp core concepts including syntax, variables, control flow, and I/O operations
- Use functions, modules, and object-oriented concepts for robust code organization
- Gain confidence to transition into advanced domains such as Machine Learning and Data Science
Learn how to utilize Python packages for data manipulation and script development
Mastering Core Data Structures in Python
Explore how data structures are implemented in Python to organize, manage, and store data efficiently. Learn how to choose the right structure for specific problems to optimize performance and scalability.
Algorithmic Thinking & Efficiency
Understand time complexity to evaluate algorithm performance. Practice recursion, sorting, and searching techniques to solve real-world problems efficiently. Build confidence in analyzing the logic behind operations.
Hands-on Techniques for Programming Success
Engage with concepts like stacks and two pointers to solve computational challenges. Strengthen your foundation in computer science by applying these concepts to build robust, optimized code.


Learning Outcomes
By completing this module, you will:
Develop structured programming strategies using Python and foundational software engineering concepts
- Use mathematical and analytical methods to evaluate algorithm efficiency
- Gain hands-on experience with searching and sorting techniques
- Learn key data structure concepts such as stacks, time complexity, recursion, and two-pointer methods
- Strengthen logical thinking and programming fluency through real-world coding problems
Essential Python Tools for Data Workflows
Dive into the core Python libraries that power modern data science. Build hands-on experience using NumPy for mathematical operations, Pandas for data manipulation, and Matplotlib for powerful visualizations.
Data Manipulation and Analysis
Learn how to manage complex datasets with Pandas—cleaning, transforming, and organizing data efficiently. Understand how NumPy simplifies numerical computing and makes large-scale array operations seamless.
Data Visualization for Insights
Translate raw data into meaningful visuals with Matplotlib. Develop a critical eye for data storytelling and create compelling charts, graphs, and plots that help reveal trends and patterns in business contexts.


Learning Outcomes
By completing this module, you will:
- Gain practical experience in data analysis, handling, and visualization using Python
- Perform mathematical computations efficiently using NumPy arrays and functions
- Sort, filter, and manipulate structured data using Pandas DataFrames
- Create and customize plots and visual representations with Matplotlib for analysis
Your Success Story Starts Here
Every image here tells a story of transformation, dedication, and success. Be the next to wear the cap and gown. Enroll today, and let your journey begin.
What Our Students Say
Every student has a story—of ambition, of challenge, of growth. In their own words, they share how Airtics became a turning point in their learning journey and helped them move closer to their goals.
Pemsith Ravi

- Verified Review
Zeeshan Ali

Airtics offers a truly transformative learning experience. The course content is up-to-date, the mentors are incredibly supportive, and the flexibility of the online platform made it easy to balance with my work. Highly recommended for anyone looking to upskill!
- Verified Review
Aalaa Shbair

The experience at Airtics College has been tremendous for me. It has illuminated my path and opened the way for me to become a developer of solutions in my workplace. I cherish every moment of this online learning experience and the supportive community of instructors and peers.
- Verified Review
Muhammad Fatouh

Airtics offered a great platform that allowed me to take a meaningful step forward in data science while balancing my demanding job as a telecom engineer. If you have a busy schedule and struggle with work-life balance, I encourage you to find a flexible platform like Airtics to pursue your goals.
- Verified Review
Al Tayyab Bakhsh

Coming from a non-technical background in marketing, switching to data science was challenging. The faculty at Airtics was incredibly helpful, especially my mentor Miss Piyali, who guided me with patience every step of the way. Their mentorship gave me the confidence to succeed.
- Verified Review
Dilnawaz Qureshi

Airtics provides an impressive curriculum for Python Full Stack development that is both well-structured and up-to-date. This comprehensive approach ensures we acquire a thorough understanding of the field and are well-prepared for real-world challenges.
- Verified Review
Charuhaas Shenoy

- Verified Review
Madonna Ghanem

The resources provided by Airtics for AI and ML students are top-notch. The institute has a well-equipped virtual lab with the latest software, allowing us to experiment with complex algorithms. The online library offers a wide range of reference materials and research papers.
- Verified Review
Dhruv Narse

Airtics provides a conducive learning environment for data analytics students. They have experienced faculty, and provide access to the latest software and tools used in the industry. This ensures that we are well-prepared for our future careers in the field.
- Verified Review
What Our Students Say
Every student has a story—of ambition, of challenge, of growth. In their own words, they share how Airtics became a turning point in their learning journey and helped them move closer to their goals.
Pemsith Ravi

- Verified Review
Zeeshan Ali

Airtics offers a truly transformative learning experience. The course content is up-to-date, the mentors are incredibly supportive, and the flexibility of the online platform made it easy to balance with my work. Highly recommended for anyone looking to upskill!
- Verified Review
Aalaa Shbair

The experience at Airtics College has been tremendous for me. It has illuminated my path and opened the way for me to become a developer of solutions in my workplace. I cherish every moment of this online learning experience and the supportive community of instructors and peers.
- Verified Review
Muhammad Fatouh

Airtics offered a great platform that allowed me to take a meaningful step forward in data science while balancing my demanding job as a telecom engineer. If you have a busy schedule and struggle with work-life balance, I encourage you to find a flexible platform like Airtics to pursue your goals.
- Verified Review
Al Tayyab Bakhsh

Coming from a non-technical background in marketing, switching to data science was challenging. The faculty at Airtics was incredibly helpful, especially my mentor Miss Piyali, who guided me with patience every step of the way. Their mentorship gave me the confidence to succeed.
- Verified Review
Dilnawaz Qureshi

Airtics provides an impressive curriculum for Python Full Stack development that is both well-structured and up-to-date. This comprehensive approach ensures we acquire a thorough understanding of the field and are well-prepared for real-world challenges.
- Verified Review
Charuhaas Shenoy

- Verified Review
Madonna Ghanem

- Verified Review
Dhruv Narse

Airtics provides a conducive learning environment for data analytics students. They have experienced faculty, and provide access to the latest software and tools used in the industry. This ensures that we are well-prepared for our future careers in the field.
- Verified Review
Real-World Capstone Projects
Apply your data science skills to solve real business challenges through hands-on projects. Choose from our curated capstone projects or bring your own organizational problem to create a portfolio that showcases your expertise to future employers.
House Rental Predication
Image Classification
Business Insights Reporting
Learn from Industry Leaders & Experts
Learn from the best in the field. Our faculty combines academic brilliance with industry expertise, featuring PhD holders, senior data scientists, and AI researchers from top organizations.
Global Student Community
Students from 60+ Countries Worldwide









Frequently Asked Questions
Data science isn’t just the way of the future, it’s the way of right now! It is being adopted in all sorts of industries, from health care to route planning, marketing & sales to banking industries and beyond. Even industries such as retail that you might not associate with big data are getting on board. Data science is the fuel of the 21st Century.
We provide you with live recorded classes of the same session to follow up if you end up missing the same.
The Python programming language stands out as an exception in the world of programming. In contrast to more complex languages such as C, C++, and Java, Python features an extraordinarily straightforward syntax and programming vocabulary, making it remarkably accessible for beginners.
Python remains the leading language for data science, taught to 88% of students entering the field. Its blend of power, flexibility, and ease of use keeps it ahead of other languages, with nearly 50% developer adoption.
Aspirants and professionals who are having basic computer programming skills can enroll in the program.
This course provides basic to advance programming knowledge. So having basic knowledge is an added benefit but not necessary.
Still have questions?
If you have any other questions or need further information about our mastering Python for Data Science, don’t hesitate to contact us. Our admissions team is here to help you take the next step in your data science career.