Caltech Professional Certificate in Data Science and Generative AI
Overview The Caltech Professional Certificate in Data Science and Generative AI is a 3-month program designed for professionals seeking to master the intersection of data science and cutting-edge generative AI technologies. Through this program, participants will develop deep expertise in data analytics, machine learning, and generative AI models like GANs (Generative Adversarial Networks) and Transformer-based models ...
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3 month
Duration
Course Overview
Overview The Caltech Professional Certificate in Data Science and Generative AI is a 3-month program designed for professionals seeking to master the intersection of data science and cutting-edge generative AI technologies. Through this program, participants will develop deep expertise in data analytics, machine learning, and generative AI models like GANs (Generative Adversarial Networks) and Transformer-based models for text generation. The program emphasizes hands-on learning, real-world projects, and cutting-edge techniques that enable participants to apply these skills in business, research, and product development. Key Features Data Science and Generative AI expertise, including GANs, deep learning, and NLP Hands-on projects with tools such as Python, TensorFlow, ... To know Learn more, Enroll with us
- Private Tutor Course Program
- Course Diploma Certificate
- Learn at your own pace
- Access on any device
Course Curriculum
Explore the modules and topics covered in this course
Introduction to Data Science
Module 1
Python for Data Analysis
Module 2
Data Wrangling and Cleaning
Module 3
Exploratory Data Analysis (EDA)
Module 4
Data Visualization
Module 5
SQL for Data Science
Module 6
Probability & Statistics
Module 7
Hypothesis Testing & A/B Testing
Module 8
Introduction to Machine Learning
Module 9
Regression Analysis
Module 10
Classification Techniques
Module 11
Clustering & Dimensionality Reduction
Module 12
Introduction to Generative AI
Module 13
Large Language Models (LLMs)
Module 14
Prompt Engineering
Module 15
APIs and Tools: OpenAI & Hugging Face
Module 16
Fine-Tuning and Customization
Module 17
Project – GenAI Use Case
Module 18
LangChain and Generative Agents
Module 19
Streamlit, Gradio & Web Deployment
Module 20
GenAI in Business Analytics
Module 21
Responsible AI & Ethics
Module 22
Capstone Project – Part 1
Module 23
Capstone Project – Part 2 & Review
Module 24
By the end of this course, you will be able to:
- Understand the Caltech Professional Certificate in Data Science and Generative AI .
- Completed the Beginner Course.
- Build and deploy real-world projects to showcase your skills.
- and more...
If you have further questions, please feel free to contact our support team.
Frequently asked questions
SmartTeller Academy courses are perfect for absolute beginners with no coding experience, career changers, and backend developers looking to master the client-side technologies.
Yes, upon successful completion of any course, you will receive a certificate of completion. This certificate can be added to your resume, LinkedIn profile, or portfolio to demonstrate your new skills to employers or clients.
We offer both online and in-person learning options, depending on the course and location. Our online classes are conducted live with interactive sessions, while in-person classes take place at our training centers. Check the course details for availability.
All students receive dedicated support from experienced instructors, access to course materials, practical assignments, and a community forum for questions and collaboration. We’re here to ensure you succeed and feel confident using your new IT skills.