Introduction to Generative AI Training
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Introduction to Generative AI

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Explore the world of Generative AI with this introductory course. Learn the basics of AI-driven content creation, its applications, and how it transforms industries.

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Overview

The Introduction to Generative AI course provides a beginner-friendly overview of generative artificial intelligence, its underlying technologies, and practical applications. Covering key concepts like machine learning, neural networks, and generative models, this training demystifies how AI creates text, images, music, and more. Through examples and use cases, participants will understand the transformative potential of generative AI in industries like marketing, design, and technology. Ideal for professionals, students, and enthusiasts looking to explore the possibilities of AI-driven innovation.

Key Features

  • AI Content Creation
  • Beginner-Friendly
  • Foundational Concepts
  • Generative Models

Curriculum

Study Plan

1Module 1: Machine Learning and Industry use cases
  • Machine Learning and Industry use cases
  • Unsupervised Learning & Cluster Analysis
  • Decision Trees
  • Random Forest
2Module 2: Introduction to Deep Learning & Tensor Flow
  • Introduction to Deep Learning
  • Tensorflow
  • TensorFlow Graph & TF DataKeras
  • Artificial Neural Networks
3Module 3: Introduction to CNN & RNN
  • Convolutional Neural Networks
  • Recurrent Neural Networks
4Module 4: Generative Adversarial Networks with Python
  • Introduction to GAN
  • The generative revolution: coming home
5 Module 5: Generative Adversarial Networks
  • Benefits and possibilities of Generative AI
  • GAN’s – Coding
  • Coding an advanced generative architecture
  • Generating images from text by combining two advanced architectures
6Module 6: Sentiment Analysis

  • Sentiment Analysis

7 Module 7: Fundamentals of AI, Computational needs of AI & Google Dialogflow, Nuance
  • Introduction to Artificial Intelligence & Machine Learning
  • Introduction to Chatbots
  • NLTK Introduction & Installation
  • Google Dialog flow
  • Configuration of Dialogflow
  • Setting up Agent
  • Building
  • Advanced chatbot improvementNuance – AI

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