Course script

1. Full Data Science Course

Target Learner: Graduates, Working Professionals, Career switchers

Focus: End-to-end Data Science workflow

Modules Include:

Python, Statistics, Data Analysis

Machine Learning, AI, Deep Learning

Projects, Git, Data Visualization (Power BI / Tableau)

Duration: 6-9 Months

Jobs: Data Analyst, Data Scientist, ML Engineer

Counselor Tip: Ideal for those wanting a long-term career in analytics or AI fields.

2.  Python with Data Science

Target Learner: Beginners, Students

Focus: Learning Python from scratch with data handling

Modules Include:

Python Basics, NumPy, Pandas, Matplotlib

Introduction to ML Models (Linear Regression, Decision Trees)

Duration: 2.5 – 4 Months

Jobs: Junior Data Analyst, Python Developer

Counselor Tip: Best entry-point for Data Science journey. Affordable + easy to start.

3.  Machine Learning

Target Learner: Tech graduates or anyone with Python basics

Focus: Teaching machines to learn from data

Modules Include:

Supervised & Unsupervised Learning

Feature Engineering, Model Building

Algorithms: KNN, SVM, Random Forest, XGBoost

Duration: 2.5 – 3 Months

Jobs: ML Engineer, AI Analyst

Counselor Tip: Highlight the demand in fintech, healthcare, e-commerce.

4.  Artificial Intelligence

Target Learner: Intermediate-level learners

Focus: Intelligence simulation in machines

Modules Include:

ML + Logic Building + Decision Trees

NLP (Natural Language Processing)

Chatbot Development, AI Frameworks

Duration: 3-4 Months

Jobs: AI Engineer, NLP Engineer, Automation Expert

Counselor Tip: Recommend to those interested in Chatbots, Robotics, Automation.

5.  Deep Learning

Target Learner: Advanced learners, Python + ML background

Focus: Neural networks and cognitive learning models

Modules Include:

ANN, CNN, RNN, LSTM

TensorFlow, Kera's, PyTorch basics

Duration: 2.5 – 3.5 Months

Jobs: DL Engineer, AI Researcher

Counselor Tip: High-end specialization — great for research or high-salary AI roles.

6.  Computer Vision

Target Learner: Advanced learners, AI or Python background

Focus: Making machines "see" and interpret images/videos

Modules Include:

OpenCV, CNN, Image Preprocessing

Object Detection, Face Recognition, OCR

Duration: 2-3 Months

Jobs: CV Engineer, AI Imaging Specialist

Counselor Tip: Offer to those interested in self-driving cars, AR/VR, surveillance, etc.

7.  Generative AI

Target Learner: Professionals & tech-savvy students

Focus: AI that creates content (text, image, code)

Modules Include:

Introduction to LLMs (ChatGPT, Bard)

Text-to-Image (DALL·E), Text Generation (GPT)

Prompt Engineering, Tools like Midjourney, Notion AI

Duration: 2-3 Months

Jobs: AI Prompt Engineer, Content Automation Expert

Counselor Tip: One of the most trending skills in 2024–2025, huge freelance & startup potential.

8.  Agentic AI

Target Learner: Advanced learners, developers, innovators

Focus: AI agents that can perform autonomous multi-step tasks

Modules Include:

AutoGPT, LangChain, OpenAI Tools

API Integration, Workflow Agents, AI Automation

Duration: 2-2.5 Months

Jobs: AI Agent Developer, Automation Expert

Counselor Tip: Best suited for forward-thinking professionals, developers, R&D teams.