Sales Forecaster
Use real historical sales data to predict what next month looks like. You'll clean the data, train a simple model, and check how close its guesses are. A clear, confidence-building first taste of prediction.
Tech Stack
Tools
Skills
← All programs
Computer Science / ITBeginner → Intermediate
Data Science
Learn the full data workflow — cleaning messy data, exploring it, training machine-learning models and presenting results that a business can act on. Hands-on from day one, with real datasets and mentors who work with data professionally.
The program
What you'll build
From raw spreadsheets to trained models — the complete, practical data-science path.
01
Python for Data
Pandas, NumPy and clean, repeatable analysis.
02
Data Wrangling
Clean, join and shape real-world messy data.
03
Machine Learning
Train, evaluate and tune predictive models.
04
Visualization
Turn findings into dashboards people understand.
On the curriculum
The learning path
A structured route from the very fundamentals to a shipped capstone — built for beginners, paced for real progress.
01
Module 1: Python & Data Foundations
- Python essentials for analysis
- Pandas & NumPy in practice
- Loading and cleaning real datasets
- Exploratory data analysis
02
Module 2: Machine Learning
- Regression & classification
- Model evaluation and metrics
- Feature engineering
- Avoiding overfitting
03
Module 3: Feature Engineering & Pipelines
- Cleaning and transforming features
- Reusable, repeatable data pipelines
- Handling missing & messy data
- Avoiding data leakage
04
Module 4: Tuning & Validation
- Hyperparameter tuning
- Cross-validation done right
- Comparing models fairly
- Reading errors to improve
05
Module 5: Visualization & Delivery
- Charts that tell a story
- Building an interactive dashboard
- Presenting to non-technical people
- Capstone project
Hands-on
What you'll ship
Real, guided builds that become portfolio proof — every one starts beginner-friendly and steps up. Pick one to see what's inside.
What's included
Domain features
Everything you need — structured learning, real projects, mentor support and a verifiable certificate.
Live + Recorded Sessions
Learn live, then rewatch any session whenever you need it.
- Live, interactive sessions
- Recorded for easy revision
- Led by working professionals
Full LMS Access
Every video, file and quiz in one place, on your schedule.
- Complete course materials
- Self-paced revision
- Downloadable resources
Hands-on Projects
Build real, industry-level work you can actually show.
- Real-world scenarios
- Mentor-guided builds
- Step-by-step walkthroughs
Verifiable Certificate
Proof you can show — with a unique, checkable ID.
- Publicly verifiable ID
- Easy to share anywhere
- Tied to your own project
Doubt Solving
Never stay stuck — get help over the LMS or chat.
- Mentor-led doubt clearing
- Quick response times
- Clear, detailed answers
Career Support
Get yourself interview-ready with real, practical help.
- Resume review
- Mock interviews
- Job-readiness plan
Certificates
Three certificates. All verifiable.
Finish and you don't just walk away with a plain PDF — you earn three certificates, each tied to the real work you did, and each with a unique ID a recruiter can actually check.
Course Completion
For finishing the program and shipping your build end to end.
Unique verifiable IDInternship
For the applied, project-based sprint you complete along the way.
Unique verifiable IDOutstanding Performance
Awarded to the standout builders at the top of the cohort.
Unique verifiable ID
Every certificate carries your name, your program and an ID that resolves to a public verify page — so anyone can confirm it's genuine without going through you. Share it straight to LinkedIn.
Check any certificate at thelearningstage.in/verifyWhere it takes you
Who's hiring for this
Employers across the industry are actively recruiting people with these skills. These are examples of companies hiring in this field — a signal of demand, not a placement guarantee.
Pricing
One price. Everything included.
Pick a plan and get everything you need to go from zero to job-ready.
Core
Enroll now →What's included₹6,000
one-time · per programEverything you need to learn a skill end to end.
- Live + Recorded Sessions
- Full LMS Access
- Hands-on Projects
- Verifiable Certificate
- Doubt Solving
- Career Support
- 1:1 mentor code reviews
- Free offline workshop
- Lifetime LMS access
Most popular
Pro
Enroll now →What's included₹8,000
one-time · per programCore, plus live mentorship and a free offline workshop.
- Live + Recorded Sessions
- Full LMS Access
- Hands-on Projects
- Verifiable Certificate
- Doubt Solving
- Career Support
- 1:1 mentor code reviews
- Free offline workshop
- Lifetime LMS access
From the audience
What students say afterwards
Real words from students who took this program and walked out with something to show.
★★★★★
“We trained a churn model on a real dataset, not a toy CSV. The dashboard I built is on my resume now.”
★★★★★
“The maths was taught exactly when I needed it. I stopped fearing scikit-learn by week two.”
★★★★★
“Good pace and honest mentors. I came from electronics and still kept up.”
★★★★★
“The hands-on, in-person format is unmatched. I built more in two days than in a whole semester of theory.”
★★★★★
“Mentors who actually work in the field made all the difference — real answers, not textbook ones.”
★★★★★
“Walking out with a project I could actually demo completely changed how my interviews went.”
★★★★★
“The open-stage session gave me my first real experience presenting. Nerve-wracking, and so worth it.”
★★★★★
“Small batch, lots of attention. Nobody got left behind, even the total beginners like me.”
★★★★★
“Genuinely the most practical thing I've done in college. Worth every rupee.”
★★★★★
“We trained a churn model on a real dataset, not a toy CSV. The dashboard I built is on my resume now.”
★★★★★
“The maths was taught exactly when I needed it. I stopped fearing scikit-learn by week two.”
★★★★★
“Good pace and honest mentors. I came from electronics and still kept up.”
★★★★★
“The hands-on, in-person format is unmatched. I built more in two days than in a whole semester of theory.”
★★★★★
“Mentors who actually work in the field made all the difference — real answers, not textbook ones.”
★★★★★
“Walking out with a project I could actually demo completely changed how my interviews went.”
★★★★★
“The open-stage session gave me my first real experience presenting. Nerve-wracking, and so worth it.”
★★★★★
“Small batch, lots of attention. Nobody got left behind, even the total beginners like me.”
★★★★★
“Genuinely the most practical thing I've done in college. Worth every rupee.”
FAQ
Questions, answered
Everything you need to know about the program. Can't find your answer? Reach out to our team.
Comfort with basic maths helps, but we teach the concepts you need as you go. The focus is on applying models, not deriving them.
Python, Pandas, scikit-learn and a dashboarding tool — the standard, in-demand data stack.
Yes — a verifiable certificate tied to the projects you build.
Data roles are in high demand across analytics firms and enterprises. The logos shown are examples of employers actively hiring for these skills.
Yes — bring a laptop and charger. We provide the workspace, Wi-Fi, starter files and all the tools you'll use on the day.
You leave with real, demonstrable projects and a verifiable certificate that make you a stronger candidate. We don't promise a job — no honest program can — but everything is built to help you land one.
Perfect — every program starts from the fundamentals and is paced for beginners. Bring your curiosity and we'll handle the rest.
Still have questions?Can't find the answer you're looking for? Chat with our friendly team.Get in touch →
Computer Science / IT
Ready to build & ship?
Grab a seat in Data Science and walk out with a project you can show.