BeginnerInstructor: CodeWithHarry
The Ultimate Job Ready Data Science Course
An end-to-end data science program with production workflows and hiring prep.
Skill level
Beginner to job-ready
Duration
31h 37m of content
Lectures
190 in-depth lessons
Rating
4.9/5 from 12,000 learners
What you'll learn
- Deep proficiency with NumPy, Pandas, and data visualization
- Applied statistics and experimental design for stakeholders
- Machine learning workflows, feature engineering, and metrics
- End-to-end deployment with FastAPI, Docker, and CI/CD
Course description
Move from exploratory data analysis to model deployment with real project repositories that mirror industry expectations.
Every milestone includes checklists, hiring advice, and reviewer notes so you can build a standout portfolio while learning.
Requirements
- Comfortable with Python basics (variables, loops, packages)
- Optional: basic linear algebra familiarity
- Commitment of 5-6 hours per week for projects
What's included
- Portfolio-ready capstone briefs
- Resume + LinkedIn optimization templates
- Mock interview rubrics
- Lifetime community + cohort invites
Course content
5 sections • 190 lectures • 31h 37m
Mindset, tooling, and the ecosystem overview.
- Career paths & outcomes09:12
- Setting up Conda & Poetry12:27
- Version control refresher08:51
- Project repositories template11:50