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GENERATIVE AI
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4.5(4500 Ratings)
Generative AI training focuses on teaching participants how to build, use, and understand AI models capable of generating new content, such as text, images, audio, or code. Generative AI models don’t just classify or recognize data—they learn patterns and then generate outputs based on those patterns, mimicking human creativity. It automates creative processes, from marketing content to product design.
Overview
The Syllabus
Curriculum Designed by Experts
1. Introduction to Generative AI
Overview of Generative AI
o What is Generative AI?
o Applications in various industries (text, images, music, code generation, etc.)• Basic AI Concepts
o Machine Learning vs. Deep Learning vs. Generative AI
o Key components: Models, data, and learning• Tools and Libraries
o Python setup: Jupyter Notebook, Colab
o Introduction to TensorFlow, PyTorch, Hugging Face, and OpenAI APIs
2. Fundamentals of Neural Networks
Deep Learning Basics
o Artificial Neural Networks (ANN)
o Feedforward and Backpropagation
o Loss functions and optimization• Hands-On: Build a simple Neural Network
o Frameworks: TensorFlow/Keras or PyTorch
o Training and testing a basic network
3. Probabilistic Generative Models
Introduction to Probabilistic Models
o Gaussian Mixture Models (GMM)
o Hidden Markov Models (HMM)• Variational Inference
o Basics of Bayesian inference
o Variational Autoencoders (VAE) theory and implementation• Hands-On: Implementing VAEs
o Generate synthetic data using VAEs
4. Generative Adversarial Networks (GANs)
Theory of GANs
o Generator and Discriminator
o Minimax Game and Loss Function
o Challenges: Mode collapse, convergence issues• Types of GANs
o DCGANs, WGANs, and Conditional GANs• Hands-On: Build and Train GANs
o Generate synthetic images (e.g., handwritten digits or simple objects)
o Explore variations with Conditional GANs
5. Transformers and Attention Mechanisms
Understanding Attention Mechanisms
o Importance of self-attention
o From RNNs to Transformers• Introduction to Transformers
o Architecture of Transformers
o Key components: Positional Encoding, Multi-head Attention, Feedforward layers• Hands-On: Implementing Attention
o Build a simple attention mechanism
o Explore a Transformer model using Hugging Face
6. Large Language Models (LLMs) and NLP
• Introduction to LLMs
o What are LLMs? (e.g., GPT, BERT, T5)
o Tokenization and embeddings
o Fine-tuning pre-trained models
• Hands-On: Text Generation
o Fine-tune a GPT model on custom text data
o Generate creative writing or chat-based text
7. Diffusion Models and Image Generation
• Introduction to Diffusion Models
o Theory: Noise addition and removal process
o Popular diffusion models (e.g., DALL·E, Stable Diffusion)
• Hands-On: Image Generation
o Use pre-trained models for image generation
o Experiment with latent diffusion
8. LangChain and OpenAI API
• LangChain Basics
o Overview of LangChain and its ecosystem
o Connecting LLMs with external tools and APIs
o Building chains: Sequential and parallel pipelines
• OpenAI API
o Introduction to the OpenAI API (e.g., GPT models)
o Using OpenAI API for text generation, summarization, and translation
• Hands-On: Building Workflows
o Build a LangChain-powered pipeline for a text-based use case
o Experiment with OpenAI for prompt engineering and fine-tuning
9. Building Chatbot Applications
• Introduction to Chatbots
o Types of chatbots: Rule-based vs. AI-powered
o Key components: Intent recognition, response generation
• Creating AI-Powered Chatbots
o Using LangChain and OpenAI to build conversational agents
o Integrating memory and context in chatbot interactions
• Hands-On: Deploying Chatbots
o Build a chatbot app using Python
o Deploy using Streamlit or Flask
o Test chatbot on real-world scenarios
10. Capstone Project
• Project Options
o Text-to-Image Generation (e.g., captions into images)
o Custom Text Generation (fine-tuning a GPT model)
o Music Generation using RNNs or Transformers
o AI-powered chatbots with LLMs
o Artistic Style Transfer using neural networks
• Presentation and Evaluation
o Project presentation
o Peer review and feedback
Enquire Now
Why Radical Technologies
Live Online Training
Highly practical oriented training
Installation of Software On your System
24/7 Email and Phone Support
100% Placement Assistance until you get placed
Global Certification Preparation
Trainer Student Interactive Portal
Assignments and Projects Guided by Mentors
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Live Classroom Training
Weekend / Weekdays / Morning / Evening Batches
80:20 Practical and Theory Ratio
Real-life Case Studies
Easy Coverup if you missed any sessions
PSI | Kryterion | Redhat Test Centers
Life Time Video Classroom Access ( coming soon )
Resume Preparations and Mock Interviews
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Self Paced Training
Self Paced Learning
Learn 300+ Courses at Your Own Time
50000+ Satisfied Learners
Course Completion Certificate
Practical Labs Available
Mentor Support Available
Doubt Clearing Session Available
Attend Our Virtual Job Fair
10% Discounted Global Certification
Course completion certificate and Global Certifications are part of our all Master Program
Like the Curriculum ? Let's Get Started
Global Certification
Radical Technologies is the leading IT certification institute in kochi, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.
Online Classroom PREFERRED
- Live Classes from IIT Faculty & Industry Experts
- Certification from IHUB IIT Roorkee
- Career Services (Mock Interviews, Resume Preparation)
- Placement Assistance upon clearing PRT
- Dedicated Learning Manage
career services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.
At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.
At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.
- Course Completed ?
- Need Interview Supports?
- Need Job Assistance?
- Came from Any Other Institute ?
- Join our Brush up Session & Get Support until You find a Job!
Radical Learning Eco-System
Exam simulator
Cloud Send Borey
Hands - on Cloud Lab
Developer Coding Ground
Testimonials
Our Alumni
Online Batches Available for the Areas
Kochi | Fort Kochi | Mattancherry | Ernakulam | Marine Drive | Kakkanad | Palarivattom | Kadavanthra | Chullikkal | Elamakkara | Kochi Port | Vyttila | Aluva | Thrippunithura | Panampilly Nagar | Edappally | Kothad | Njarackal
generative-ai Certifications with traning in Kochi
At Radical Technologies, we are committed to providing world-class Azure Data Engineer Training in Bangalore, helping aspiring data professionals master the skills needed to excel in the rapidly growing field of cloud data engineering. As the leading institute for Azure Data Engineer Course In Bangalore, we offer comprehensive, hands-on training designed to meet the demands of today’s data-driven organizations.
Our Azure Data Engineer Training Bangalore program covers every aspect of the Azure Data Engineer Syllabus, ensuring that students receive in-depth knowledge of data architecture, data processing, and data storage on Microsoft Azure. Whether you prefer attending classes in-person or via Azure Data Engineer Online Training, Radical Technologies provides flexible learning options to suit your needs.
Our Azure Data Engineering Training is renowned for its practical, real-world approach. Students have access to an industry-leading Azure Data Engineer Bootcamp, which combines theory and hands-on labs to ensure they are fully prepared for their certification exams. The Microsoft Azure Data Engineer Training is tailored to cover all key topics, from data integration to security, and is led by experienced professionals who are experts in their field.
For professionals and organizations seeking Azure Data Engineering Corporate Training, we offer tailored courses that address specific business needs. Our Azure Data Engineering Corporate Training Course ensures that teams gain practical experience in building scalable, secure, and efficient data solutions on Azure.
At Radical Technologies, our Azure Data Engineer Courses are structured to ensure that both beginners and experienced professionals alike can enhance their knowledge. The Azure Data Engineer Certification Training offered here equips students with the skills and credentials needed to stand out in a competitive job market.
Our institute also offers the Azure Data Engineer Full Course, which provides a comprehensive pathway for mastering Azure Data Engineering concepts and techniques. We take pride in being one of the top Azure Data Engineer Institutes in Bangalore, with a proven track record of helping students achieve their Azure Data Engineering Certification.
Whether you are looking for Azure Data Engineer Training Online or prefer our in-person classes in Bangalore, Radical Technologies is your trusted partner for career advancement in data engineering. Join us today to enroll in the Best Azure Data Engineer Course and kick-start your journey towards becoming a certified data engineer.
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