Data Science
End-to-end Data Science in offline mentorship.
Course overview
The Data Science program at Algomind Academy is a fully offline, classroom-based training designed for students who want to master Data Science through daily hands-on practice, instructor-led sessions and real industry-style projects at our Indore campus.
- Build strong fundamentals in Data Science through classroom instruction
- Write, debug and ship production-grade code with confidence
- Complete real-world projects reviewed by mentors
- Prepare for technical interviews with mock rounds and resume support
- Basic computer literacy
- Willingness to attend daily offline classes at our Indore campus
- A laptop is recommended (institute lab available for practice)
- Students & fresh graduates aiming for tech roles
- Working professionals upskilling for better opportunities
- Anyone who prefers focused offline classroom learning
- Daily instructor-supervised lab practice
- Weekly problem-solving sprints
- Peer programming & code reviews
- Sales forecasting model
- Customer churn analysis
- COVID data dashboard
- Movie recommendation engine
- Software Developer
- Junior Engineer
- Associate roles at product & service companies
- Internship placements via institute network
8-Module Classroom Curriculum
Click any module to expand and view the topics covered inside our campus lab.
Module 1Python for Data
- NumPy arrays & vectorization
- Pandas dataframes
- File I/O & data cleaning
Module 2Statistics & Probability
- Descriptive statistics
- Distributions & hypothesis testing
- Correlation & regression
Module 3Data Visualization
- Matplotlib, Seaborn, Plotly
- EDA workflows
- Storytelling with data
Module 4SQL for Analysts
- Joins, subqueries, window functions
- Query optimization
- Real datasets in MySQL
Module 5Machine Learning Foundations
- Scikit-learn workflow
- Regression, classification
- Model evaluation
Module 6Advanced ML
- Ensembles: RF, XGBoost
- Clustering
- Feature engineering
Module 7BI & Dashboards
- Power BI or Tableau basics
- Dashboards for stakeholders
- KPI storytelling
Module 8Capstone Project
- End-to-end DS project
- Deploy model with Streamlit
- Portfolio & GitHub
Choose your batch
What our students say
"Classroom environment kept me consistent. Code reviews with the instructor were gold — I actually understood the 'why'."
"Real datasets, real mentorship. My portfolio landed me interview calls within 2 months."
"Best decision I made in Indore. Daily lab practice made concepts click properly."
"Built a real RAG chatbot in class. The projects section is way beyond typical tutorials."
Frequently asked questions
Is this course fully offline?
Yes. All classes are conducted in-person at our Indore campus with instructor-led sessions and lab practice.
Do I need prior experience?
Beginner-level courses require no experience. Intermediate/advanced tracks are best after completing our foundation programs.
Will I get a certificate?
Yes — you receive a Course Completion certificate, plus a Project Completion certificate on submitting the capstone.
Is internship included?
Eligible top performers are offered internships at partner companies after completing the course.
What are the fees?
Fees vary by course. Please call or visit the campus for the current fee structure and installment options.
Can I switch batch timings?
Yes, you can shift between morning, afternoon or evening batches subject to seat availability.
More in Data & AI
Ready to join the next batch?
Fill the admission form for Data Science and our team will call you back to schedule your campus visit.