At the Indian Council for Technical Research and
Development (ICTRD), we offer the Certified Data Science Associate Program,
where students learn essential skills like Python programming, data
analysis, machine learning, and data visualization using tools such as Pandas,
Matplotlib, and Seaborn. Guided by industry experts, the program provides
practical knowledge and a strong foundation in data science. Upon completion, students
receive a Global Certification, significantly boosting their
professional value and preparing them for rewarding careers in the field.
India’s #1 online Technical
Institution
INR 1600 (all inclusive)
Free access to Course (Full lifetime access)
10+2 / Undergraduate
Key Benefits
Gain industry-relevant skills in data analysis, machine learning, data visualization, and statistics with ICTRD's Certified Data Science Associate Program.
Get free lifetime access to the course, including pre-recorded video lectures and study materials, so you can learn at your own pace anytime.
Appear for the certification exam anytime, from anywhere, and upon successful completion, receive your certification directly on your dashboard.
Receive both a Course Completion Certificate and a Proficiency Certificate to highlight your expertise and boost your job prospects.
Obtain ICTRD's Proficiency Certification in hard copy delivered to your doorstep at no extra cost.
Get a unique Trainee Identification Number (TID), verified on the official TID website – a globally accepted credential reference.
Enjoy 3 months of free access to the ICTRD E-Library, with continued access available for just ₹399/month after the trial (regularly ₹499/month).
Use the ICTRD Digital Badge on your resume, email signature, or LinkedIn to stand out as a certified Data Science professional.
Join the ICTRD Alumni Network and connect with data science professionals and industry leaders worldwide.
What is Data Science?
Data Science Definition
Importance and Benefits of Data Science
Uses for Data Science
Types of Data
Structured Data with its examples
Structured Data vs. Semi-structured Data
Unstructured Data with its examples
Unstructured Data vs. Structured Data
Data Science Lifecycle Phases
Introduction to Python For Data Science
Data Sources
Data Cleaning Techniques
Data Wrangling with Pandas
Exploratory Data Analysis Techniques
Data Visualization Libraries
Creating different types of chart
Storytelling with Data
Supervised Learning
Types of Supervised Learning
Unsupervised Learning
Types of Unsupervised Learning
Differences Between Supervised and Unsupervised Learning
Types of Machine Learning Algorithms
Regression
Classification
Clustering
Model Evaluation Metrics
Bias-Variance Tradeoff
Introduction to Regression Analysis
Linear Regression
Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Model Evaluation and Interpretation
Logistics Regression
Decision Trees
Support Vector Machine (SVM) Algorithm
Model Training and Prediction
K-Means Clustering
Unsupervised Learning Definition
Challenges of Unsupervised Learning
Applications of Unsupervised Learning
Dimensionality Reduction
DBSCAN
Popular Data Science Tools
Jupyter Notebook
Cloud Platform
Career Path in Data Science
Data Science vs. Business Intelligence
This section will include a hands-on project based on real-world data sets to reinforce learned concepts.
Exam Format
Exam Mode: Online (Appear from anywhere within 12 months)
Certification Delivery: Instantly in Dashboard + Original Hardcopy By Post
Question Type: Objective with 4 or 6 options
Total Number of Questions: 30 Questions
Total Marks: 60 Marks (2 Marks/ Solution)
Negative Marking: Not Applicable
Total Time Limit: 60 Minutes (No Breakdown)
Please read our exam protocols before appearing for the exam.
Note
Registering with Company/Firm name is not allowed. (If you register under a company/firm name and fail to respond to our email within 48 hours, your dashboard will be deactivated and refunds will not be issued.)
Hard copy of certificate will be delivered within India only.
Steps
REGISTER ONLINE
Enroll online for Certified Data Science Associate Program in just 2 minutes and begin learning when and where it works best for you.
LEARN & MANAGE FROM DASHBOARD
Study our exclusive course of Certified Data Science Associate Program and schedule your exam from your Dashboard as per your convenience & appear for your exam from anywhere. (From your home or workplace)
GET INSTANT CERTIFICATION
Earn your certification, marksheet, and badge instantly on your dashboard, with a hard copy of the proficiency certificate delivered to your doorstep (India only).
