Diploma in Artificial Intelligence & Machine Learning
Diploma in Artificial Intelligence & Machine Learning
A forward-looking 3-year diploma programme equipping students with practical skills in Python programming, machine learning, data analytics, and AI application development — affiliated to AP SBTET, Hyderabad.
Course at a Glance
Programme Overview
Shape the Future with Artificial Intelligence & ML
The Department of Artificial Intelligence & Machine Learning at HCET, Guntur offers a cutting-edge Diploma programme affiliated to AP SBTET. Students learn Python, data science, ML algorithms, and AI frameworks like TensorFlow — preparing them for emerging tech roles or lateral entry to B.Tech.
The curriculum emphasises hands-on project work, model building, and real-world datasets. Graduates are ready to work as AI assistants, data analysts, junior ML engineers, or pursue higher studies in AI-driven programmes.
Programme Educational Objectives (PEOs)
- Prepare graduates for careers in AI, data analytics & software development sectors.
- Enable graduates to build and deploy basic ML models for real-world problems.
- Develop programming skills in Python, data tools, and AI libraries.
- Foster ethical AI awareness and professional responsibility in data handling.
- Encourage lateral entry to B.Tech. AIML and lifelong technical learning.
%
Placement Rate
Annual Intake
Expert Faculty
State-of-Art Labs
₹ LPA
Avg. Package (2024 Batch)
What You Will Gain
Programme Outcomes
Python Programming
Write efficient Python programs for data manipulation and automation tasks.
Machine Learning Basics
Implement supervised and unsupervised ML algorithms using scikit-learn.
Data Analytics
Analyse and visualise datasets using Pandas, NumPy, and Matplotlib.
NLP Fundamentals
Build basic text processing pipelines and sentiment analysis models.
Computer Vision Basics
Apply OpenCV for image processing and object detection tasks.
Cloud & Deployment
Deploy basic AI models using cloud platforms and Flask APIs.
Statistics for AI
Apply statistical methods and probability for data science tasks.
AI Project Development
Build end-to-end AI mini-projects from data collection to deployment.
Focus Areas
Core Subjects & Specialisations
The diploma curriculum covers the following core subject streams to build strong technical expertise.
Python & Programming Fundamentals
- Python Basics & OOP
- NumPy & Pandas Libraries
- File Handling & APIs
- Data Structures in Python
- Version Control with Git
Machine Learning
- Supervised Learning Algorithms
- Unsupervised Learning & Clustering
- Model Evaluation Metrics
- Feature Engineering
- scikit-learn Framework
Data Science & Analytics
- Data Cleaning & Preprocessing
- Exploratory Data Analysis (EDA)
- Data Visualisation (Matplotlib, Seaborn)
- Statistical Analysis Basics
- Business Intelligence Basics
Natural Language Processing
- Text Preprocessing & Tokenisation
- Bag of Words & TF-IDF
- Sentiment Analysis Projects
- Chatbot Development Basics
- NLTK & SpaCy Tools
Computer Vision
- Image Processing with OpenCV
- Edge Detection & Morphology
- Object Detection Basics
- Face Recognition Projects
- Deep Learning for Vision (Intro)
AI Deployment & Tools
- Flask API Development
- Model Serialisation (Pickle/Joblib)
- Cloud Basics (AWS / Azure Free Tier)
- Docker Introduction
- AI Ethics & Responsible AI
Career Prospects
Careers & Placements
Our diploma graduates are highly sought after across industries, government organisations, and higher education institutions.
Job Roles
- Junior Data Analyst
- AI Assistant / ML Intern
- Python Developer
- Data Entry & Analytics Executive
- Business Intelligence Analyst
- Junior Software Developer
- AI Content Reviewer
- IT Support Analyst
Higher Education Options
- Lateral Entry to B.Tech. AIML / CSE (2nd Year)
- B.Tech. via ECET (AP / TS)
- Online Certifications: Google ML, AWS AI
- IBM Data Science Professional Certificate
- Diploma to Degree Bridge Courses
- APPSC / IT-related Govt. Exams
- Coursera / edX Advanced AI Courses
2024 Placement Highlights
₹8L
Highest Package
₹5L
Average Package
86%
Placed Students
40+
Recruiting Companies
Top Recruiters
Infrastructure
World-Class Labs & Facilities
HCET`s Diploma AIML Department is equipped with modern infrastructure to support hands-on learning and skill development.
AI & Machine Learning Lab
High-performance workstations with Python, Jupyter Notebook, TensorFlow, PyTorch, and scikit-learn pre-installed. GPU-enabled systems for deep learning model training exercises.
Data Science Lab
Dedicated stations with Pandas, NumPy, Matplotlib, Seaborn, and Tableau tools. Access to real-world public datasets from Kaggle, UCI, and government open data portals.
Computer Vision Lab
OpenCV workstations, webcams, image processing experiment kits, and TensorFlow Object Detection API setup for hands-on computer vision project work.
Cloud & Deployment Lab
AWS Free Tier, Google Colab Pro, and Azure Student accounts. Flask and FastAPI servers, Docker containers, and Git/GitHub workflows for model deployment practice.
Programming & Development Lab
200+ workstations with VS Code, PyCharm, and Anaconda. Python project labs aligned to AP SBTET practical syllabus with peer code review sessions.
Digital Library & Learning Hub
NPTEL AI/ML courses, Coursera/edX access, technical journals, and 5,000+ e-books with 24x7 internet connectivity for continuous learning.
Additional Facilities
Campus-wide Wi-Fi Smart Classrooms 3D Printing Lab AR / VR Zone Seminar Hall (500 seating) Project Exhibition Arena Training & Placement Cell Separate HostelsReady to Begin Your AI & ML Career?
Join the Diploma in AIML at Hindu College of Engineering and Technology, Guntur and become a part of our legacy of excellence.
Apply for Admission 2025–26