AI & Data Science

DURATION

4 months / 16 weeks

ONLINE SESSIONS

32 (60-90 min each)

MODE

Live Online

About Course

Curriculum

Chapters & Topics

– Scope and Significance of AI and Data Science Across Diverse Industries
– Distinctions between AI Engineers, Software Engineers, and Data Scientists
– Future in AI, Machine learning, and Data Science
– Generative AI, LLM (Large Language Models), and Image Generation

– Data Types & Operators, Control Structures – If-Elif Statement
– Control Structures – For Loop
– Control Structures – While loop
– String Functions and Operations

– Comprehensive Study of Lists and their Function
– Understanding Tuples and their Functionality
– Exploring Dictionary and its Functions
– Leveraging Sets for Unique Data Handling

– Mastering Python Functions and their Application
– Understanding Functional Arguments and their Implementations
– Learning Robust Error Handling Techniques
– Understanding Regular Expressions (Regex) for Pattern Matching

– Introduction to NumPy: Numeric Computing with Python
– Exploring NumPy Broadcasting for Efficient Array Operations
– Introduction to Pandas
– Pandas Functionality for Data Analysis and Manipulation

– Data Storytelling with Matplotlib
– Exploratory Data Analysis (EDA) Techniques and Approaches
– Exploring Databases, Different Models and Use Cases
– Understanding NoSQL Databases and MongoDB, and its Benefits in Data Analysis

– Introduction to Tableau and Data Visualization Techniques (Charts, Heat Maps, Tree Maps, and Box Plots)
– Interactive Dashboards, Compelling Data Stories, Blending and Joining
– Advanced Analytics and Forecasting (Trend Lines, Clustering, and Predictive Modeling etc.)
– Recap, Project, Assessment and Certification

– Programming and Development Environments: Python
– Data Manipulation and Analysis: NumPy, and Pandas
– Data Visualization: Tableau
– Databases: MongoDB

– Soft Skills Development
– Networking strategies and building a professional online presence
– Address Specific Career Goals and Valuable Advice for Navigating the Job Market
– Professional Resume and Interview Preperation
– Job Assistance through Medh Placement Cell

– Weekly Quizzes to Gauge Comprehension of Key Concepts
– Practical Hands-on Assignments and Thorough Evaluation
– Active Engagement in Group Discussions
– Capstone Project
– Certification upon program completion

Note: This curriculum is subject to minor modifications based on the class progress and feedback. Each course is designed to incorporate a mix of interactive activities, case studies, role plays, and reflective exercises to cater to the specific needs and developmental milestones of the respective age group.

Schedule a No-Cost Counselling Session

Download Brochure

Unlock Your Potential: Download and Begin Your Transformation Today!

FAQs

The primary objective of the course is to provide participants with a foundational understanding of artificial intelligence and data science, covering essential concepts, methodologies, and practical applications within a relatively short timeframe.

While there are no strict prerequisites, a basic understanding of mathematics, statistics, and programming concepts would be beneficial. This course is designed for professionals from diverse backgrounds who are interested in gaining foundational knowledge in AI and data science.

The course will cover foundational topics, including introduction to AI, machine learning basics, data analysis, data visualization, and introductory predictive modeling. Participants will also gain practical experience with essential tools and technologies used in AI and data science.

The course will be delivered through a combination of online lectures, practical assignments, and interactive sessions. Participants are expected to commit approximately 4-6 hours per week to accommodate learning and completion of assignments.

Yes, the course includes practical assignments and mini-projects that allow participants to apply the learned concepts to real-world scenarios, enhancing their practical skills in AI and data science.

Participants who successfully complete the course will be awarded a Certificate in AI with Data Science, validating their foundational knowledge and skills in these fields.

The course provides a solid foundation in AI and data science, serving as an entry point for professionals seeking to transition into roles that require foundational knowledge in these domains. It opens doors to entry-level positions and provides a pathway for further career development.

Yes, the course offers opportunities for participants to engage with industry experts, peers, and mentors, facilitating valuable networking opportunities within the AI and data science community.

The foundational knowledge and practical skills acquired during the course serve as a springboard for participants to further specialize in AI and data science. The course lays the groundwork for pursuing advanced learning and specialization in these high-demand fields.

Completing the Certificate course provides individuals with foundational knowledge and practical skills, positioning them for entry-level roles in AI and data science. It offers a starting point for career advancement and further specialization in these rapidly growing fields.

Note: If you have any other questions or concerns not covered in the FAQs, please feel free to contact our support team, and we’ll be happy to assist you!

Earn a certificate

Add this certificate to your resume to demonstrate your skills & increase your chances of getting noticed.

4 Months Course

Select Enrollment Type i Lorem Ipsum

Yes
Yes
4-6 hours / week
Weekends / Weekdays
Yes
Yes
No

Download Brochure

AI & Data Science