Generative AI Course Content & Hours
| Course # | Gen AI Course Content | Generative AI Course Content & Hours | |
| Topic Heading | Topic Description | Hrs | |
| 1 | Book a FREE Generative AI Introduction and POWER CHAT Demo/Discussion Session. | Email us at manager@PowerGenAI.us, and we will respond within 48 hours to arrange a discussion with our experts at a time that suits your schedule and aligns with your requirements. | 1 |
| 2 | Gen AI & AI Introduction | Introduction to Course + What is Data Science, Gen AI, AI & ML | 2 |
| 3 | Infrastructure, AI Platform, Tools & Techniques | Gen AI Infrastructure, Cloud Intro (Azure, AWS, Azure, IBM) Architecture & Components, Tools, Techniques & Frameworks | 2 |
| 4 | AI Strategy | Gen AI Strategy, AI CoE, AI Factory | 4 |
| 5 | Responsible AI | Responsible AI & Risk Management Framework | 1 |
| 6 | AI Approach | Gen AI Implementation Approach: Phases, Stages, Milestones & Deliverables | 1 |
| 7 | AI Offerings | Gen AI Offerings & Portfolio: Objective, Use Cases, Tools, Techniques, Frameworks, Deliverables and Q&A | 1 |
| 8 | Python | Python (Simple Data Types , List, Set, Tuples, Dictionary, Loop , Functions, Classes, Array) | 4 |
| 9 | Data Management | Data Processing Using Python (Ingestion, SQL, Panda, Visualization, Quality, Transformation, Analysis, Visualization, Integration, Labeling, Featuring etc.) | 4 |
| 10 | Gen AI Architecture | Gen AI MS Azure End-2-End Architecture & Components Walkthrough | 2 |
| 11 | Azure AI Platform | MS Azure ML Configuration (Azure AI & Open AI Services, ML Studio, Open AI, Flows) | 6 |
| 12 | Azure AI / Local Dev Env. Setup | Generative AI: Development Environment Setup | 2 |
| 13 | Python/PyTorch/Tensorflow | PyTorch & ML & Deep Learning (Data Prep, Libraries, Model, LLM, Algorithm (Classification, Regression, etc.) | 6 |
| 14 | LLM Transformer Architecture | Model/LLM: Creating, Training, Testing, Validation, Finalize, EndPoint,Deployment, Use | 2 |
| 15 | LLM Learning | Understand Learning: Supervised, Un-supervised, Re-Reinforcement, Clustering etc. | 2 |
| 16 | LLM Conceptualization | LLM Conceptualization: Architecture, Text-2-Text, Text-2-Image, Text-2-Speech, Speech-2-Text etc. | 2 |
| 17 | LLM Accuracy | Metrics: Evaluation and Accuracy Metrics etc., How to check LLM Accuracy? | 2 |
| 18 | LLM Evaluation Metrics | LLM Evaluation: How to Select LLM by Use Cases | 2 |
| 19 | Data Preparation using LLM | Data Preparation using LLM (Quality, Labeling etc.) | 2 |
| 20 | Prompt Engineering/Template | Prompt Designing, Engineering & Template | 2 |
| 21 | Prompt Tuning / Soft Tunning / Fine-tuning/TL | Training LLM using Prompt Tuning, Soft Tuning, Fine-tuning, Transfer Learning | 2 |
| 22 | Governance: AI Security / Provacy | Gen AI Security: Guardrails, Encryption, VN, Certificates etc. | 2 |
| 23 | Gen AI App Building | Infrastructure, AI Platform, Tools, Techniques, Framework, Langchain, Agents | 6 |
| 24 | Open AI LLMs | Open AI Platform and Proprietary LLMs | 2 |
| 25 | Huggingface & LLMs | Huggingface Platform and Open Source LLMs | 2 |
| 26 | RAG, Langchain, Agents | RAG Architecture, Langchain, Vectors, Index, Agents, Chains, Retrieval etc. | 8 |
| 27 | Inferenecing / Deployment | Gen AI: Deployment, Monitoring, Maintenance & Optimization using Azure AI | 2 |
| 28 | MMO | Maintenance, Monitoring and Optimization | 2 |
| 29 | Gen AI Solution: Website Chatbot | Solution to implement Chatbot with Website | 4 |
| 30 | Gen AI Solution: Documents Chatbot | Solution to implement Chatbot with Documents | 2 |
| 31 | Gen AI Solution: Database Chatbot | Solution to implement Chatbot with Database / RDBMS | 2 |
| 32 | Gen AI Solution: Knowledge Graph | Understand Chatbot with multiple Databases using Knowledge Graph Neo4J | 2 |
| 33 | Gen AI Solution: Automation | Solution for automating manual repetitive tasks | 1 |
| 34 | Gen AI Solution: Code Generation, Debugging | Solution to write Code / Debugging using LLM | 1 |
| 35 | Gen AI Project | Generative AI: Gen AI Project/Product Building – Chatbot Development and Deployment | 3 |
| 36 | Gen AI Advisory | Gen AI Advisory: Resume Preparation, Mock Interviews, Practical Projects, Guidance for Interviews & Projects, Placement etc. | 6 Weeks |
| Total | 90 | ||
FREE Gen AI Session
| Book a FREE Generative AI Introduction and POWER CHAT Demo/Discussion Session. | Email us at manager@PowerGenAI.us, and we will respond within 48 hours to arrange a discussion with our experts at a time that suits your schedule and aligns with your requirements. |
PGAI Corporate Training – Empower Your Team with GENAI Training
At PGAI , we offer comprehensive corporate training programs designed to equip your team with the essential knowledge and skills to harness the power of Artificial Intelligence (AI) in your organization. Our training modules are curated by AI experts and are continually updated to stay ahead of the latest advancements in the field. Whether you aim to empower your technical/IT team to develop GenAI solutions or train corporate users to seamlessly integrate GenAI into their daily workflows, we have the right program for you. Our training offerings encompass.
Technical Training: Develop GenAI Solutions
Equip your technical and IT teams with the expertise to create cutting-edge GenAI solutions. Our program covers the entire spectrum of AI development, including machine learning algorithms, neural networks, deep learning frameworks, and more. Participants will gain hands-on experience in crafting and deploying AI models tailored to your organization’s unique requirements.
User Training: Utilize GenAI in Your Workflow
Empower your corporate users with the knowledge and skills to effectively leverage GenAI in their day-to-day operations. Our user training program focuses on practical AI applications, providing comprehensive guidance on integrating GenAI tools and solutions into various business processes. Participants will learn to leverage AI-driven insights to boost productivity, streamline operations, and foster innovation throughout your organization.
With PGAI corporate training programs, your team will be equipped to unlock the full potential of AI for business automation, driving growth, efficiency, and competitive advantage in today’s dynamic business landscape.
PGAI Training Offerings
- Introduction to Artificial Intelligence: Explore the fundamentals of AI, including machine learning, neural networks, and deep learning, and discover how these technologies can revolutionize diverse industries.
- Applied AI Solutions: Delve into practical applications of AI in your industry, from predictive analytics and natural language processing to computer vision and robotic process automation.
- AI Ethics and Governance: Learn about the ethical considerations and regulatory frameworks surrounding AI deployment, and discover best practices for responsible AI development and implementation.
- AI Strategy and Implementation: Develop a strategic roadmap for integrating AI into your business operations, including readiness assessment, use case identification, and change management.
- Hands-on Workshops and Labs: Gain practical experience through interactive workshops and labs, where participants can apply AI concepts to real-world challenges and projects.
Why Choose PGAI ?
- Expertise: Benefit from our trainers’ extensive experience in AI research, development, and implementation across diverse industries.
- Customization: We tailor our training programs to address your organization’s specific challenges and objectives.
- Practical Learning: Our emphasis on real-world AI applications ensures immediate applicability of knowledge and skills in your team’s work.
- Continuous Support: We provide ongoing support and resources to help you navigate the complexities of AI implementation and optimization.
With a strong focus on AI for business development, our training ensures your organization stays ahead in the evolving AI landscape, driving innovation and success.
Empower your team with the knowledge and expertise they need to thrive in the age of AI. Contact us today to learn more about our corporate training programs and schedule a consultation with one of our AI experts.
PGAI Individual Training – Unlock Your Potential with GenAI Individual Training
- Discover your full potential with individual training programs offered by PGAI Our training modules are designed to empower you with the knowledge and skills needed to excel in the realm of Artificial Intelligence (AI). Each program is tailored to your specific needs, fostering a sense of empowerment and personal growth that resonates with prospective learners.
- PGAI Individual Training Offerings
- Personalized AI Learning Paths: Chart your own course with personalized AI learning paths designed to meet your unique goals and aspirations.
- One-on-One Coaching: Receive personalized guidance and support from experienced AI professionals who are dedicated to helping you succeed.
- Hands-on Projects: Apply your newfound knowledge to real-world projects and challenges, gaining practical experience that enhances your skills and capabilities.
- Flexible Scheduling: Enjoy the flexibility to learn at your own pace and on your own schedule, ensuring that your training fits seamlessly into your busy lifestyle.
- Continuous Support: Benefit from ongoing support and resources to help you stay on track and achieve your learning objectives.
Why Choose PGAI ?
- Expert Guidance: Learn from industry experts with extensive experience in AI research, development, and implementation.
- Tailored Approach: Our individual training programs are customized to address your specific needs, ensuring that you get the most out of your learning experience.
- Hands-on Learning: Gain practical, real-world experience through hands-on projects and activities that reinforce your learning.
- Flexible and Convenient: Our flexible scheduling options allow you to learn at your own pace and on your own terms, making it easy to balance your training with your other commitments.
- Unlock your potential with PGAI individual training. Contact us today to learn more about our personalized training programs and take the first step towards achieving your AI learning goals.