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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...

Beginner

No prior Experience needed

Certificate

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150

Students Enrolled

4.8/5

Course Rating

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

₦270,000.00

~~₦ 300000~~

Private Tutor Course Program
Course Diploma Certificate
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Course Curriculum

Explore the modules and topics covered in this course

Module 01

Introduction to Data Science

Module 02

Python for Data Analysis

Module 03

Data Wrangling and Cleaning

Module 04

Exploratory Data Analysis (EDA)

Module 05

Data Visualization

Module 06

SQL for Data Science

Module 07

Probability & Statistics

Module 08

Hypothesis Testing & A/B Testing

Module 09

Introduction to Machine Learning

Module 10

Regression Analysis

Module 11

Classification Techniques

Module 12

Clustering & Dimensionality Reduction

Module 13

Introduction to Generative AI

Module 14

Large Language Models (LLMs)

Module 15

Prompt Engineering

Module 16

APIs and Tools: OpenAI & Hugging Face

Module 17

Fine-Tuning and Customization

Module 18

Project – GenAI Use Case

Module 19

LangChain and Generative Agents

Module 20

Streamlit, Gradio & Web Deployment

Module 21

GenAI in Business Analytics

Module 22

Responsible AI & Ethics

Module 23

Capstone Project – Part 1

Module 24

Capstone Project – Part 2 & Review

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...

Frequently Asked Questions

If you have further questions, please feel free to contact our support team.

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.