Data Science
Data Science with Python
Python, Pandas, ML & visualisation
About this course
Step into the world of analytics with this industry-focused, project-based course. You will start by mastering programming fundamentals specifically tailored for data analysis, before diving deep into data manipulation and predictive modeling. This hands-on program at AI Expert Academy ensures you build the practical skills needed to interpret complex datasets, design stunning visual reports, and deploy functional machine learning algorithms—equipping you with a powerful career shield in today's data-driven tech landscape.
Curriculum
5 modules · click to expand
1 Python for Data Science
Build a strong technical foundation. Learn the essential syntax, data structures, and core programming concepts in Python that are strictly necessary for data analysis and scientific computing.
2 Data Wrangling with Pandas
Learn to clean and manipulate messy, real-world data. Master the Pandas library to efficiently filter, sort, merge, and transform large datasets into structured formats ready for deep analysis.
3 Machine Learning Foundations
Understand the mathematics and mechanics behind predictive algorithms. Explore supervised and unsupervised learning techniques, and train your first models to recognize patterns and make data-driven predictions.
4 Data Visualisation
Turn complex numbers into compelling stories. Use industry-standard libraries to create interactive charts, graphs, and dashboards that clearly communicate insights to stakeholders and decision-makers.
5 Capstone Project
Apply your comprehensive skills in an end-to-end, industry-based project. You will source a raw dataset, clean the information, build a predictive machine learning model, and present your actionable findings.