|
Skill Area
|
Hours
|
Proficiency Level
|
Skills Acquired
|
|
Computer Fundamentals & Operating Systems
|
1200 Hrs
|
Intermediate
|
Computer Architecture, Windows/Linux Administration, File Management, Access Control, Task Automation, Cybersecurity
|
|
Python Programming
|
Intermediate
|
Python, OOP, File Handling, Debugging, API Integration, Web Scraping, Automation
|
|
Database Management & SQL
|
Intermediate
|
MySQL, Database Design, SQL, Joins, Query Optimization, Transactions, NoSQL
|
|
Data Analysis & Visualization
|
Advanced
|
Pandas, NumPy, EDA, Statistical Analysis, Data Visualization, Power BI
|
|
Artificial Intelligence & Machine Learning
|
Advanced
|
Supervised & Unsupervised Learning, Regression, Classification, Clustering, Model Deployment
|
|
Deep Learning
|
Advanced
|
Neural Networks, CNNs, RNNs, LSTMs, Transfer Learning, Model Optimization
|
|
Natural Language Processing
|
Advanced
|
Text Processing, Sentiment Analysis, NER, Text Classification, Chatbots, NLTK, spaCy
|
|
Computer Vision
|
Advanced
|
Image Processing, Object Detection, OpenCV, TensorFlow, PyTorch, Face Recognition
|
|
Generative AI Models
|
Advanced
|
LLMs, Prompt Engineering, Chatbot Development, AI Content Generation, Responsible AI
|
|
Microsoft Copilot Studio
|
400 Hrs
|
Intermediate
|
Copilot Studio, AI Content Generation, Workflow Automation, Chatbot Development, AI Integration, Responsible AI
|
|
Power BI
|
Intermediate
|
Data Modeling, DAX, Dashboards, Reporting, Visualization, Business Intelligence
|
|
GitHub for AI Development
|
Intermediate
|
Git, Version Control, Branching, Pull Requests, GitHub Copilot
|
|
Deployment Using Streamlit
|
Intermediate
|
Streamlit Apps, Interactive Dashboards, UI Design, Application Deployment
|
|
Employability Skills
|
120 Hrs
|
Foundation - Intermediate
|
Professional Communication, Verbal & Written Communication, Presentation Skills, Resume Building, LinkedIn Profile Development, Interview Preparation, Group Discussion, Career Exploration, Workplace Etiquette, Critical Thinking, Problem Solving, Teamwork, Email Etiquette, Confidence Building, Personal Branding, Networking Skills.
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