PG Diploma in Embedded & Automotive Systems with AI
PG Diploma in Artificial Intelligence & Data Science
The Indian School of Business and Computing (ISBC) offers a comprehensive postgraduate diploma in artificial intelligence and data science that includes RDBMS, Python, data analysis and visualization using NumPy and Pandas, machine learning, deep learning, natural language processing (NLP), and Tableau.
This comprehensive 500-hour program is designed to give students strong, industry-relevant programming, data analytics, and artificial intelligence skills through a well-balanced combination of classroom instruction and hands-on labs. Starting with Core Programming, which emphasizes Python and RDBMS with MySQL, it provides a strong basis in data management and logical thinking, which are essential for AI and data-centric development.
The Analytics Specialization provides a thorough examination of exploratory data analysis with Pandas, turning data into insightful visualizations. It also entails learning how to use tools like Tableau and Power BI to create dynamic analytics dashboards that facilitate efficient business decision-making.
After that, students work on a practical project in which they use scikit-learn to create an entire machine learning pipeline. They use analytical thinking, select suitable models, and successfully assess their performance when working with real-world datasets.
Participants in the final phase of the AI Specialization gain fundamental knowledge in Deep Learning, Natural Language Processing, and Machine Learning. It also presents state-of-the-art technologies like cloud infrastructure to scale intelligent solutions, model deployment with FastAPI, and generative artificial intelligence.
Students who successfully complete this 500-hour postgraduate diploma program have the practical experience and portfolio-ready skills necessary to pursue careers in applied analytics, data science, or artificial intelligence engineering. With these skills, graduates can pursue a variety of careers in fields like marketing, e-commerce, healthcare, finance, and machine learning, including data scientist, machine learning engineer, data analyst, and AI specialist.
We offer dedicated career development sessions, resume-building support, and interview preparation to boost your employability. Thanks to our strong industry partnerships and collaborations, we provide job placement assistance by connecting you with leading companies in the automotive sector. With a strong track record of successful placements, we are committed to helping you launch a rewarding career in embedded and automotive systems.
Modules:
Foundational Modules – 46 Days
Database:
- RDBMS using MySQL
Core Programming
- Python Programming
- Advanced Python
- Problem Solving and Data Structures
Data Analytics – 30 Days
- Advanced Excel
- Data Analysis & Reporting using Power BI
- Exploratory Data Analysis using Pandas
Specializations
Machine Learning – 20 days
- Machine Learning Fundamentals
- Advanced Machine Learning
Advance AI – 24 Days
- Deep Learning using TensorFlow
- Natural Language Processing
- Generative AI
Experiential Project Based Learning – (5 Days )
An end-to-end machine learning model development using scikit-learn and real-world datasets.
Projects:
- Apply statistical methods to make decision in various business problems, including bank, stock market
- Apply regression to predict future flight price
- Apply classification to classify customer
- Use clustering to cluster banking customers
- Computer vision projects like Face recognition, Image Quality Improvement etc.
- Gesture recognition captured through image or video data
- Identify the Gender using streamlit
Platforms:
- Anaconda Distribution Jupyter, Spyder, Google Colab, Pycharm
- MySQL
- Microsoft Excel
- Libraries: Pandas, Matplotlib, Seaborn
- ML Libraries: sklearn, Tensorflow, Pytorch, NLTK