Professional Certificate in Data Science and Generative AI
Overview SmartTeller Academy’s 3-Month Professional Certificate in Data Science and Generative AI is designed to equip participants with advanced skills in data science and the latest generative AI technologies. This program blends core data science skills, including data analysis, machine learning, and statistics, with cutting-edge applications in generative AI, such as text generation, image synthesis, and ...
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Students Enrolled
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Course Rating
4 weeks
Duration
Course Overview
Overview SmartTeller Academy’s 3-Month Professional Certificate in Data Science and Generative AI is designed to equip participants with advanced skills in data science and the latest generative AI technologies. This program blends core data science skills, including data analysis, machine learning, and statistics, with cutting-edge applications in generative AI, such as text generation, image synthesis, and deep learning models. Students will gain practical experience with tools like Python, TensorFlow, and generative models such as GANs (Generative Adversarial Networks) and language models. By the end of the program, participants will be proficient in applying data science techniques and generative AI methods to ... 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 & Python
Module 1
Data Wrangling with Pandas & NumPy
Module 2
Exploratory Data Analysis (EDA)
Module 3
Data Visualization
Module 4
Statistics for Data Science
Module 5
Hypothesis Testing & A/B Testing
Module 6
Introduction to Machine Learning
Module 7
Regression Models
Module 8
Classification Models
Module 9
Ensemble Models
Module 10
Clustering & Dimensionality Reduction
Module 11
Machine Learning Project
Module 12
Generative AI Fundamentals
Module 13
Large Language Models (LLMs)
Module 14
Using OpenAI & Hugging Face APIs
Module 15
: Fine-Tuning & Embeddings
Module 16
Generative AI in NLP Tasks
Module 17
Generative AI Project 1 – LLM Use Case
Module 18
LangChain and Agent Workflows
Module 19
GenAI in Business Intelligence
Module 20
Ethical AI & Responsible Data Use
Module 21
Real-time Applications with Streamlit & Gradio
Module 22
Capstone Project – Part 1
Module 23
Capstone Project – Part 2 & Presentation
Module 24
By the end of this course, you will be able to:
- Understand the 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.