Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
The "Professional Certificate in Data Science and Generative AI" training is a course provided in partnership with Purdue University and in collaboration with IBM that has been ranked as the number 1 course in the Data Science certification program by ET.
This "Professional Certificate in Data Science and Generative AI" certification syllabus has a comprehensive course curriculum covering Statistics, Key Programming languages, Machine Learning algorithms, and more with a Capstone project that enhances candidates' learning experience.
With the "Professional Certificate in Data Science and Generative AI" online course, a student experiences Hands-on labs and project work that brings the concepts to life with trainers and teaching assistants to guide them on their journey.
The Highlights
- The program duration is 6 Months
- An initiative of Simplilearn and IBM
- Participate in World’s number 1 Online Bootcamp
- Be entitled to receive a joint Purdue-Simplilearn certification
- Get a chance to be a member of the Purdue University Alumni Association
- Dedicated admissions counsellors who for guidance
- Lifetime access to all e-learning content created by Simplilearn
- Access to IBM Cloud Lite account
- Get noticed by the top hiring companies
Programme Offerings
- Up-to-date curriculum
- Master Classes by world-class faculty
- JobAssist Program
- Alumni Association membership
- Exclusive hackathons
- Purdue University & IBM initiative.
- 6 months online program
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Purdue University, West LafayetteSimplilearnIBM |
"Professional Certificate in Data Science and Generative AI" Fee Structure :
Course Title | Amount |
Professional Certificate in Data Science and Generative AI | Rs. 1,69,999 |
Pay In Installments, as low as Rs. 7,612/month
Eligibility Criteria
Educational Qualification
- A candidate must have a bachelor's degree with at least 50% marks.
- A candidate must have a basic knowledge of programming concepts and mathematics.
Work Experience
A candidate with 2+ years of experience is preferred for applying to this "Post Graduate Program in Data Science" Course.
Certification Qualifying Details
Candidates will be awarded the certificate only after attending all the online lectures and the in-course assignments successfully.
What you will learn
After learning the "Professional Certificate in Data Science and Generative AI" online course, candidates will be able to:
- Candidates get broad exposure to key concepts and tools from Python, R, Machine Learning, and more.
- Bring the concepts to life with industry-leading trainers and teaching assistants.
- Develop job-ready skills with a cutting-edge curriculum with concepts like Language Processing, Tableau Training, Descriptive Statistics, Inferential Statistics, and Ensemble Learning
- Candidates will also know how they can make creative use of technology.
Who it is for
This "Professional Certificate in Data Science and Generative AI" online course is best suited for professionals with 2+ years of experience, and who have a basic idea, and interest in programming concepts and mathematics.
Admission Details
To get admission into the "Professional Certificate in Data Science and Generative AI" Certification, a candidate must follow the 4 simple steps below:
Step 1: To know more about the "Professional Certificate in Data Science and Generative AI" online training, open the course website: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program
Step 2: Fill the application form details, and Submit the Application
Step 3: The application will be reviewed by the esteemed panellists
Step 4: If a candidate gets selected, admission will be granted, and can start the Data Science Bootcamp within 1-2 weeks
Application Details
Filling of Application forms is required for the "Professional Certificate in Data Science and Generative AI" online course. To initiate the admission application for this program in partnership with Purdue University, candidates have to create an account by entering their full name, phone number, email address, and work experience.
The Syllabus
- Master procedural & OOP in Python.
- Understand Python's benefits.
- Install Python & its IDE.
- Familiarization with Jupyter Notebook.
- Implement identifiers, indentations, & comments effectively.
- Grasp Python's data types, operators, & string functions.
- Learn various loops in Python.
- Explore variable scope in functions.
- Explain OOP principles & characteristics.
- Understand databases & relationships.
- Use query tools & SQL commands.
- Master transactions, table creation, & views.
- Execute complex stored procedures.
- Acquire expertise in SQL filtering, grouping, joins, etc.
- Explore SQL functions: string, math, date, and pattern matching.
- Ensure database security with access control functions.
- Gain Python skills for data science.
- Write Python scripts proficiently.
- Perform hands-on data analysis.
- Utilize Jupyter-based lab environment.
- Explore data prep, modeling, & evaluation.
- Master NumPy, array indexing, slicing.
- Understand skewness, covariance, correlation.
- Describe null & alternative hypotheses.
- Examine Z-test, T-test, ANOVA.
- Utilize pandas' Series & DataFrame.
- Create visualizations with Matplotlib, Seaborn, Plotly, and Bokeh.
- Explore diverse ML types & applications.
- Understand ML pipeline & supervised learning.
- Learn regression models & classification algorithms.
- Cover unsupervised learning & clustering techniques.
- Evaluate frameworks: TensorFlow, Keras.
- Build a recommendation engine with PyTorch.
- Deploy deep learning tools with AI/ML frameworks.
- Explore fundamental concepts & practical applications.
- Understand deep learning vs. machine learning.
- Cover neural networks, propagation, TensorFlow 2, Keras.
- Learn performance improvement & interpretability.
- Study CNNs, transfer learning, RNNs, and autoencoders.
- Create neural networks in PyTorch.
- Build & optimize models with Keras & TensorFlow.
- Understand the fundamentals of artificial intelligence and generative AI models
- Comprehend the concept of explainable AI, recognize its significance, and identify different approaches
- Gain an understanding of ChatGPT, including its working mechanisms, notable features, and limitations
- Identify and explore diverse applications and use cases where ChatGPT
- Gain exposure to fine-tuning techniques to customize and optimize ChatGPT models
- Recognize the ethical challenges of generative AI models and ChatGPT
- Gain insights into the future of generative AI and its challenges.
- Explore generative AI's role in data science.
- Learn its applications across industries.
- Overcome lifecycle challenges with generative AI.
- Leverage it for data understanding & model building.
- Master industry-specific EDA tools & techniques.
- Develop skills for success in data science.
- Academic Masterclass by Purdue University Online
- PGP DS - Industry Masterclass by IBM
- PGP DS - R Programming for Data Science (IBM)
- PGP DS - Data Visualization using PowerBI
- PGP DS - Advanced Deep Learning & Computer Vision
- PGP DS - Natural Language Processing
- PGP DS - Data Ethics
Evaluation process
Candidates must compulsorily complete the in-course assessments for the "Professional Certificate in Data Science and Generative AI" online course.