PSTI offers the following Workshops / Short-Term Courses:
Artificial Intelligence courses
- Introduction to Artificial Intelligence (AI)
Duration: (3 weeks – beginner level)- Python Programming for AI
Duration: (4 weeks - beginner level)- Foundations of Machine Learning
Duration: (4 weeks – beginner level)- Data Science Fundamentals
Duration: (3 weeks – beginner level)- Deep Learning Essentials
Duration: (4 weeks – intermediate level)- Natural Language Processing Basics
Duration: (4 weeks – intermediate level)- AI and Automation in the Workforce
Duration: (3 weeks – intermediate level)- Computer Vision with AI
Duration: (4 weeks - intermediate level)- AI in Business: Practical Applications
Duration: (3 weeks - intermediate level)- AI Ethics and Responsible AI
Duration: (3 weeks - advanced level)- AI for IoT (Internet of Things)
Duration: (4 weeks – advanced level)- AI for Cybersecurity
Duration: (4 weeks – advanced level)- Generative AI Fundamentals
Duration: (3 weeks - beginner level)
Machine Learning courses
- Introduction to Machine Learning
Duration: 4 weeks – beginner level- Python for Data Science and Machine Learning
Duration: 4 weeks – beginner level- Data Preprocessing and Feature Engineering
Duration: 3 weeks – beginner level- Supervised Learning Techniques
Duration: 3 weeks – intermediate level- Unsupervised Learning Techniques
Duration: 3 weeks – intermediate level- Neural Networks and Deep Learning Fundamentals
Duration: 6 weeks – intermediate level- Reinforcement Learning
Duration: 5 weeks – advanced level- Advanced Machine Learning Techniques
Duration: 5 weeks – advanced level- Machine Learning with Tensorflow
Duration: 8 weeks - intermediate- Machine Learning Engineer with Microsoft Azure
Duration: 8 weeks - intermediate
Deep Learning courses
- Introduction to Deep Learning
Duration: 4 weeks - beginner level- Convolutional Neural Networks
Duration: 4 weeks - intermediate- Recurrent Neural Networks and Transformers
Duration: 3 weeks - intermediate- Computer Vision with Deep Learning
Duration: 4 weeks – advanced level- Natural Language Processing (NLP) with Deep Learning
Duration: 4 weeks - advanced level- Generative Adversarial Networks (GANs)
Duration: 4 weeks - advanced level- Reinforcement Learning with Deep Learning
Duration: 4 weeks - advanced level- Deep Learning with TensorFlow and Keras
Duration: 8 weeks – advanced level- Deep Learning for Time Series Forecasting
Duration: 4 weeks - advanced level- Edge AI and Embedded Deep Learning
Duration: 4 weeks - advanced level- Explainable AI (XAI) and Model Interpretability
Duration: 4 weeks - advanced level
Cybersecurity courses
- Introduction to Cybersecurity
Duration: 2 weeks - beginner level- Mobile Security Essentials
Duration: 3 weeks - beginner level- Cloud Security Essentials
Duration: 4 weeks - beginner level- Cryptography Essentials
Duration: 3 weeks - beginner level- Cybersecurity Risk Management
Duration: 3 weeks - intermediate level- Incident Response and Forensics
Duration: 4 weeks - intermediate level- Web Application Security
Duration: 3 weeks - intermediate level- Information Security Management Systems
Duration: 2 weeks - intermediate level- CISM Certification Training Course
Duration: 2 weeks - intermediate level- Certified Information Systems Security Professional (CISSP) Certification Training Course
Duration: 2 weeks - intermediate level- ISO 22301 Business Continuity Management Systems Course
Duration: 2 weeks - intermediate level- Ethical Hacking and Penetration Testing
Duration: 4 weeks - advanced level- ISO 9001 Quality Management Systems
Duration: 2 weeks - intermediate level- ISO/IEC 20000 – IT Service Management
Duration: 2 weeks - intermediate level- ISO 31010 Risk Management Techniques
Duration: 2 weeks - intermediate level- Cybersecurity Awareness for Non-IT Professionals
Duration: 1 week
Computer Networking courses
- Introduction to Computer Networking
Duration: (4 weeks – beginner level)- Networking Protocols and Standards
Duration: (3 weeks – beginner level)- Cisco Networking Essentials (CCNA Prep)
Duration: (6 weeks – beginner level)- Wireless Networking Fundamentals
Duration: (4 weeks – beginner level)- Network Security Fundamentals
Duration: (4 weeks – beginner level)- Virtualization and Cloud Networking
Duration: (4 weeks – intermediate level)- Network Troubleshooting and Diagnostics
Duration: (3 weeks – intermediate level)- Advanced Routing and Switching
Duration: (4 weeks – advanced level)- Software-Defined Networking (SDN) and Network Automation
Duration: (4 weeks – advanced level)- Introduction to Internet of Things (IoT) Networking
Duration: (4 weeks – advanced level)
Databases and SQL courses
- Introduction to Databases and SQL
Duration: (2 weeks – beginner level)- SQL for Data Retrieval and Reporting
Duration: (2 weeks – beginner level)- Database Design and Normalization
Duration: (3 weeks – intermediate level)- Azure SQL Databases Fundamentals
Duration: (3 weeks – intermediate level)- Cloud Data Warehouses with Azure
Duration: (3 weeks - intermediate)- Data lakes and Lakehouses with Spark and Azure Databricks
Duration: (3 weeks - intermediate)- Advanced SQL Queries
Duration: (3 weeks – advanced level)- SQL for Data Science
Duration: (4 weeks – advanced level)- NoSQL Databases
Duration: (3 weeks – advanced level)- Database Security and Administration
Duration: (4 weeks – advanced level)- SQL for Web Development
Duration: (3 weeks – advanced level)- Management of Relational and Non-relational Databases
Duration: (4 weeks – advanced level)
Data Analysis courses
- Introduction to Data Analysis
Duration: (4 weeks – beginner level)- Data Analysis with Excel
Duration: (3 weeks – beginner level)- Python for Data Analysis
Duration: (4 weeks – beginner level)- Statistics for Data Analysis
Duration: (4 weeks – beginner level)- Data Visualization Techniques
Duration: (4 weeks)- SQL for Data Analysis
Duration: (4 weeks)- Data Analysis with Pandas and NumPy
Duration: (3 weeks – intermediate level)- Data Analysis with R
Duration: (4 weeks – intermediate level)- Advanced Data Analysis with Machine Learning
Duration: (4 weeks – advanced level)- Advanced Data Analysis with Power BI
Duration: (4 weeks – advanced level)- Big Data Analysis
Duration: (6 weeks – advanced level)- Business Analytics
Duration: (4 weeks - advanced level)- A/B Testing for Business Analysts
Duration: (2 weeks - advanced level)
Data Science courses
- Introduction to Data Science
Duration: (4 weeks – beginner level)- Exploratory Data Analysis (EDA)
Duration:(4 weeks – intermediate level)- Introduction to Machine Learning
Duration: (4 weeks – intermediate level)- Applied Time Series Analysis
Duration: (4 weeks – intermediate level)- SQL for Data Science
Duration: (4 weeks – intermediate level)- Data Processing in Data Science
Duration: (4 weeks – intermediate level)- Introduction to Web Scraping with Python
Duration: (4 weeks – intermediate level)- Deep Learning with Neural Networks
Duration: (4 weeks – advanced level)- Big Data Analytics
Duration: (4 weeks – advanced level)- Advanced Machine Learning Algorithms
Duration: (4 weeks – advanced level)- Building Data Science Pipelines Using Python
Duration: (4 weeks – advanced level)
Data Engineering courses
- Introduction to Data Engineering
Duration: (2 weeks – beginner level)- SQL for Data Engineers
Duration: (3 weeks – intermediate level)- Data Warehousing & ETL Frameworks
Duration: (4 weeks – intermediate level)- Big Data Engineering with Apache Hadoop and Spark
Duration: (6 weeks – advanced level)- Cloud Data Engineering
Duration: (4 weeks – advanced level)- Data Streaming and Real-Time Processing
Duration: (4 weeks – advanced level)- NoSQL Databases for Data Engineers
Duration: (3 weeks – advanced level)- Data Engineering with Python
Duration: (4 weeks – advanced level)- Data Governance and Security for Data Engineers
Duration: (4 weeks – advanced level)- Introduction to Hadoop and MapReduce
Duration: (2 weeks – intermediate level)- Data Engineering with AWS
Duration: (4 weeks – advanced level)- Data Engineering with Microsoft Azure
Duration: (4 weeks – advanced level)
Data Visualization courses
- Introduction to Data Visualization
Duration: (3 weeks – beginner level)- Data Visualization with Python
Duration: (4 weeks – intermediate level)- Data Visualization with R
Duration: (4 weeks – intermediate level)- Advanced Data Visualization Techniques
Duration: (4 weeks – advanced level)- Data Visualization in Tableau
Duration: (3 weeks – intermediate level)- Data Analysis and Visualization with Microsoft Power BI
Duration: (3 weeks – intermediate level)- Data Visualization for Business Insights
Duration: (4 weeks – advanced level)- Ethics in Data Visualization
Duration: (2 weeks)- Storytelling with Data
Duration: (3 weeks)
Natural Language Processing courses
- Introduction to Natural Language Processing
Duration: (4 weeks – beginner level)- Machine Learning for Natural Language Processing
Duration: (4 weeks – intermediate level)- Large Language Models (LLMs) Crash Course for Beginners
Duration: (4 weeks – intermediate level)- Large Language Models (LLMs) and Text Generation
Duration: (4 weeks – intermediate level)- AI Prompt Engineering Crash Course for Beginners
Duration: (4 weeks – intermediate level)- Deep Learning for Natural Language Processing
Duration: (6 weeks – advanced level)- Natural Language Understanding (NLU)
Duration: (4 weeks – advanced level)- Natural Language Generation (NLG)
Duration: (4 weeks – advanced level)- Text Mining and Sentiment Analysis
Duration: (4 weeks – advanced level)- Ethics and Bias in Natural Language Processing
Duration: (2 weeks)- Advanced NLP Techniques and Trends
Duration: (4 weeks – advanced level)
Prompt Engineering courses
- Introduction to Prompt Engineering
Duration: (4 weeks – beginner level)- Advanced Prompt Design for Generative AI
Duration: (4 weeks – beginner level)- Prompt Engineering for Chatbots and Conversational AI
Duration: (4 weeks – beginner level)- Ethical Prompt Engineering
Duration: (2 weeks)- Customizing AI Behavior Through Prompts
Duration: (4 weeks – intermediate level)- Prompt Engineering for Code Generation
Duration: (4 weeks – intermediate level)
Robotics courses
- Introduction to Robotics
Duration: (4 weeks – beginner level)- Robotics Programming Fundamentals
Duration: (4 weeks – intermediate level)- Mobile Robotics and Autonomous Systems
Duration: (4 weeks – intermediate level)- Industrial Robotics
Duration: (6 weeks – advanced level)- AI and Robotics: Machine Learning for Robots
Duration: (4 weeks – intermediate level)- Humanoid Robotics
Duration: (6 weeks – intermediate level)- Robotic Vision and Sensing
Duration: (4 weeks – intermediate level)- Robotics and Embedded Systems
Duration: (4 weeks – advanced level)- Robotics for Healthcare and Assistive Technologies
Duration: (6 weeks – advanced level)- Swarm Robotics
Duration: (4 weeks – advanced level)- Drones and Aerial Robotics
Duration: (4 weeks – advanced level)
Cloud Computing courses
- Introduction to Cloud Computing
Duration: (3 weeks – beginner level)- AWS Cloud Practitioner Essentials
Duration: (3 weeks – beginner level)- Azure Fundamentals
Duration: (3 weeks – beginner level)- Google Cloud Fundamentals
Duration: (3 weeks – beginner level)- Cloud Security Essentials
Duration: (4 weeks – beginner level)- Serverless Computing
Duration: (3 weeks – beginner level)- Cloud DevOps Foundations
Duration: (4 weeks – beginner level)- Cloud Networking Essentials
Duration: (3 weeks – beginner level)- Cloud Storage and Databases
Duration: (3 weeks – beginner level)- Cloud Data Warehouses
Duration: (2 weeks - intermediate)- Cloud Architecture and Design
Duration: (3 weeks - intermediate)- Cloud Development using Microsoft Azure
Duration: (4 weeks – intermediate level)- AWS Cloud Fundamentals
Duration: (3 weeks - intermediate)- Cloud Computing for Business Leaders
Duration: (4 weeks – advanced level)- Multi-Cloud Computing
Duration: (3 weeks – advanced level)
Project Management courses
- Introduction to Project Management
Duration: (1 week – beginner level)- Agile Project Management
Duration: (2 weeks – intermediate level)- Project Risk Management
Duration: (1 week – intermediate level)- Project Scheduling and Time Management
Duration: (1 week – intermediate level)- Project Management Tools and Software
Duration: (2 weeks – intermediate level)- Leadership and Communication in Project Management
Duration: (1 week – intermediate level)- Financial Management for Projects
Duration: (1 week – intermediate level)- PMP Exam Preparation Course
Duration: (1 week)- Stakeholder and Communication Management
Duration: (1 week – intermediate level)- Change Management in Projects
Duration: (1 week – intermediate level)- Digital Project Management
Duration: (4 weeks - intermediate level)
Time Series Analysis courses
- Introduction to Time Series Analysis
Duration: (3 weeks – beginner level)- A Guide to Algorithmic Trading
Duration: (3 weeks – beginner level)- Time Series Forecasting
Duration: (4 weeks - intermediate level)- Python Basics for Financial Markets
Duration: (4 weeks - intermediate level)- Machine Learning in Trading
Duration: (4 weeks - advanced level)- Analysis of Time Series Data with NumPy
Duration: (3 weeks - advanced level)- Real-Time Analytics with Apache Storm
Duration: (4 weeks - advanced level)- Advanced Time Series Analysis and Machine Learning
Duration: (6 weeks - advanced level)
Recommendation Systems courses
- Introduction to Recommendation Systems
Duration: (3 weeks – beginner level)- Mathematics for Recommendation Systems
Duration: (2 weeks - intermediate level)- Building Collaborative Filtering Models
Duration: (3 weeks - intermediate level)- Personalized Marketing and Recommendations
Duration: (3 weeks - intermediate level)- Advanced Techniques in Recommendation Systems
Duration: (4 weeks - advanced level)- Building Recommendation Systems in Python
Duration: (4 weeks - advanced level)- Evaluation Metrics for Recommendation Systems
Duration: (4 weeks - advanced level)
Development / Vocational Training courses
- Digital Marketing
Duration: (4 weeks)- Marketing Analytics
Duration: (6 weeks)- AI for Business Leaders
Duration: (1 week)- Digital Transformation for Business Leaders
Duration: (1 week)- Data Science for Business Leaders
Duration: (4 weeks)- Generative AI for Business Leaders
Duration: (3 weeks)- Cloud Computing for Business Leaders
Duration: (4 weeks)- Business Analytics
Duration: (4 weeks)- Cybersecurity for Business Leaders
Duration: (1 week)- Machine Learning for Trading
Duration: (4 weeks)- Social Media Marketing
Duration: (4 weeks)- Search Engine Optimization
Duration: (4 weeks)- Blockchain Development
Duration: (3 weeks)- Search Engine Marketing
Duration: (4 weeks)- Computer Literacy Fundamentals
Duration: (4 weeks)- AI in Healthcare
Duration: (4 weeks)- AI in Finance
Duration: (4 weeks)- AI in Marketing
Duration: (4 weeks)