Data Science & AI
Certified Data Science Professional (CDSP) Training
A certification-oriented, 40-hour data science programme that tests your end-to-end skills through assessments and a capstone
- Duration
- 40 hours
- Format
- Live online
- Modules
- 10 modules
- Certificate
- On completion
- ✓40 hours of live online instructor-led training in scheduled batches
- ✓Covers Python, SQL, statistics, machine learning, model evaluation and storytelling
- ✓Module quizzes and a final assessment to check your readiness
- ✓Capstone project reviewed by the instructor
- ✓Interview preparation: case questions, ML concepts and portfolio walk-through
- ✓Assure Success CDSP course-completion certificate on meeting the criteria
About the course
What this course covers
The Certified Data Science Professional (CDSP) programme is a structured, assessment-driven course for learners who want proof that they can carry out a data science task from start to finish. Instead of teaching tools in isolation, each module ends with a short check, and the programme closes with a final assessment and a reviewed capstone.
The syllabus covers the practical core of the field: Python for analysis, SQL for retrieving data, statistics and hypothesis testing, supervised and unsupervised machine learning, model evaluation and a first look at deployment and generative AI tools. You practise explaining your results in plain language, since that is where many candidates struggle in interviews.
Please note that the CDSP is an Assure Success course credential awarded after you meet the programme's attendance, assessment and project criteria. It is not an exam run by an external vendor or accreditation body, so its value comes from the skills and the project you can demonstrate.
Who should attend
- ● Graduates and early-career professionals targeting data scientist or analyst roles
- ● Working professionals who want a structured, assessed route into data science
- ● Analysts who know Excel or SQL and want to add Python and machine learning
- ● Learners who prefer a course with checkpoints and a final assessment
- ● Career switchers from IT support, testing or operations
Prerequisites
Key skills
Skills you will walk away with
Python for data analysis
Use pandas, NumPy and visualisation libraries to clean, explore and summarise data.
SQL querying
Retrieve and combine data using joins, aggregations and window functions.
Statistical reasoning
Apply descriptive statistics, probability and hypothesis tests correctly.
Supervised learning
Build and tune regression and classification models with scikit-learn.
Unsupervised learning
Segment data with clustering and reduce dimensions with PCA.
Model evaluation
Pick metrics that fit the business problem and avoid leakage and overfitting.
Curriculum
Module-by-module syllabus
10 modules · 40 topics · 40 hours
1Module 1: Data Science Foundations4 topics ▾
Learning objective: Understand the project lifecycle and set up tools.
- ▸ Roles and lifecycle
- ▸ Python and Jupyter setup
- ▸ Python essentials for data work
- ▸ Module 1 quiz
2Module 2: Data Handling with pandas4 topics ▾
Learning objective: Wrangle data efficiently.
- ▸ DataFrames and indexing
- ▸ Grouping, merging and reshaping
- Missing data and cleaning
Schedules
Upcoming live batches
Enroll now and choose your batch dates
Send an enquiry and we'll reserve your seat in the next batch.
Certification
How you get certified
- 1Enrol in a scheduled live batch and receive the programme handbook with the assessment criteria
- 2Attend the live sessions and complete the module quizzes
- 3Complete the capstone project and submit it for instructor review
- 4Take the final assessment and meet the pass and attendance criteria set for the batch
- 5Receive your Assure Success CDSP course-completion certificate
Career outcomes
Roles this opens up
Junior Data Scientist
₹5–12 LPA (approx.)Builds and validates models and analyses within a data science team.
Data Analyst
₹3.5–8 LPA (approx.)Answers business questions with SQL, Python and dashboards.
Analytics Associate / Consultant
₹5–11 LPA (approx.)Delivers analytics projects for internal or client teams.
Machine Learning Associate
₹5–12 LPA (approx.)Supports model development and experimentation.
Salary ranges are approximate figures for India and vary by city, company and experience.
Why this certification is worth it
Assessed learning
Quizzes and a final assessment show you where you stand before interviews.
Reviewed capstone
Why Assure Success
Learn it once, pass it once
Trainers from the field
Every session is led by a practitioner who uses this material at work.
Batches that fit your week
Weekday and weekend batches in IST, scheduled for working professionals.
Exam-style practice
Practice questions and, where available, a full simulator free with the course.
Exam voucher help
Discounted vouchers and step-by-step help booking your exam.
Human support
WhatsApp support Mon–Sat, 9 AM–8 PM IST — a person answers.
Pay your way
UPI, cards, netbanking and EMI in India; international cards accepted.
FAQs
Questions learners ask us
Q.Is the CDSP an international exam like PMP or PL-300?
No. It is an Assure Success course credential, awarded after you complete assessments and a capstone. No external vendor or accreditation body conducts it.
Q.Will employers recognise it?
Employers mainly judge data science candidates on skills, projects and interviews. The CDSP shows that you completed an assessed programme; it does not replace a strong portfolio.
Q.What happens if I do not pass the final assessment?
The batch policy shared at the start explains retake options. In general, you can revise with the instructor's feedback and reattempt as the policy allows.
Q.Do I need to know Python already?
No, but basic familiarity helps. The first modules cover the Python needed.
Q.How is this different from Data Science with Python?
CDSP adds SQL, module quizzes, a final assessment, a reviewed capstone and interview preparation. Data Science with Python is a skills course without the formal assessment structure.
Q.Does the course promise a job?
No. We cannot promise placement. We prepare you with skills, a project and interview practice.
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Certified Data Science Professional (CDSP) Training