Description
Description
Introduction
Certification in Generative AI In Software Development
GSDC’s Generative AI IN Software Development certification designed for professionals who want to pursue their careers in Machine Learning and Artificial Intelligence. Through certification, they will have a great platform to enhance their skills and capabilities of core components of Generative AI.
Through this certification, Professionals will get to know about core topics such as code generation, natural language interfaces, bug identification and AI ethics specific to software development contexts.
Professionals who earn this certification demonstrate their ability to leverage generative AI tools for code automation, documentation enhancement, and software optimization.
In the marketplace, the demand for AI-Powered Software Development is continuing to grow, and here, generative AI software development certification plays an essential role in shaping the future of the industry.
Learning Objective
❑ Master AI for software, unlocking career opportunities
❑ Explore core Generative AI concepts, like code generation and AI ethics
❑ Apply AI for code automation and software enhancement
❑ Boost your profile with a recognized AI certification
❑ Join the booming AI-Powered Software Development market as a top contender
Curriculum
1.Introduction Of Generative AI
• Exploring the Fundamentals of Generative AI
• Significance in Software Development
• A Historical Perspective
• Key Terminology and Concepts
2.Probability and Information Theory
• Delving into Probability Distributions
• Grasping the Essentials of Information Theory
• Understanding Kullback-Leibler Divergence
3.Generative Models
• Unpacking Generative Model Basics
• Navigating the World of Autoencoders
• Diving into Variational Autoencoders (VAEs)
• Exploring Generative Adversarial Networks (GANs)
4.Deep Learning Essentials
• Leveraging generative AI for fraud detection and prevention
• The Role of Activation Functions
• Differentiating Loss Functions
• Strategies for Regularization
5.Training Generative Models
• The Art of Data Preprocessing
• Designing an Effective Training Loop
• Specialized Loss Functions for Generative Models
• Evaluating the Performance of Generative Models
6.Variational Autoencoders (VAEs)
• Unveiling VAE Architecture
• Grasping the Variational Inference Framework
• Hands-On VAE Implementation
• Realizing VAE Applications in Software Development
7.Generative Adversarial Networks (GANs)
• Exploring the Inner Workings of GAN Architecture
• Mastering the Training Process for GANs
• Harnessing the Power of Conditional GANs
• Utilizing GANs for Software Development Applications
8.Sequence Generation Models
• Introducing Sequence Models
• Navigating Recurrent Neural Networks (RNNs)
• Unlocking Long Short-Term Memory (LSTM) Networks
• Examining Gated Recurrent Units (GRUs)
9.Transformer Models
• Understanding the Transformer Architecture
• Exploring Self-Attention Mechanisms
• Implementing Transformers for Sequence Tasks
• Real-World Applications of Transformer Models
10.Ethical Considerations
• Addressing Bias and Fairness in Generative AI
• Tackling Privacy Concerns
• Frameworks for Ethical AI
• Guidelines for Ethical AI Development
11.Use Cases with Generative AI Tools & Hands-on Demos :
• Learn to create AI Enhanced Power Point Presentations, Images, Chart analysis for all business purpose- From Basics to Mastery
• Learn to leverage AI for automated data insights, simplifying the journey from data collection to impactful business strategies
• Learn to harness the power of AI for document summarization, distilling vast information into concise summaries effortlessly.
• Learn to build AI-powered personalized recommendation systems with your data on PDF/Word documents using AI assistants
• Content Generation (Audio, Video, Images) with Prompt Engineering.
12.Personalized 1-1 & Group connect session
• Personalized 1-on-1 Trainer/SME Connect Session- Receive a 1-on-1 connect session from Trainer/SME to resolve all types of queries.
• Weekly Group Mentor Connect Session with Lifelong Learning- Participate in a weekly group session with an industry experts where all types of professionals around the world connect with SME and have a brainstorming session.
