Basic Data Science - Expert Bot Academy

Course Curriculum

Detailed breakdown of topics and learning materials

GIT for Non Technicals 3 resources

Introduction to Git

Assignment Order: 1

GIT init

Assignment Order: 2

Git Branches

Assignment Order: 3

Common Knowledge 1 resources

Postman, REST & JSON

Assignment Order: 2

Data Science 4 resources

Introduction to Data Science

Data Science as a multi-disciplinary field: Statistics, Mathematics, Programming, and Domain Expertise. Example: Bioinformatics as a domain combining biology knowledge with data science.

Assignment Order: 1

Data Science - Session 2

Why every company (fintech, e-commerce, music streaming) needs Data Scientists. Data Scientist positions, roles, and where the Data Scientist sits in the org. History of Data Science.

Assignment Order: 2

Data Science Fundamentals

Core components of Data Science. Why domain expertise is the most important ingredient alongside statistics, math, and programming. Typical tools: Python and R.

Assignment Order: 3

Structured vs Unstructured Data & Python

Session 2 Python: ~20% of data is structured (Excel, tables), ~80% is unstructured (images, voice notes, videos, social media posts). How to handle each type in data science.

Assignment Order: 5

Data Science Review Session 3 resources

Data Science Review Session Slides

Assignment

Review Session Video

Assignment

Quiz Correction

Assignment

Meet Your Instructors

Learn from industry experts and experienced professionals

Ibrahim FLEIFEL

Primary Instructor

Software Development

Ibrahim Fleifel is an experienced software engineer and Head of Development Teams at XpertBot OÜ, specializing in fintech, AI, and SaaS platforms. With over 12 years in the tech in...