Artificial Intelligence Certification

Gain essential Artificial Intelligence skills with hands-on instruction from industry leaders working at the best global tech companies like Amazon, Meta, and Microsoft. Learn what AI is, how it works, and how the technology has developed over time.

Understand what Deep Learning, Algorithms, and Neural Networks are in AI. This unit will break down the language barrier, allowing you to learn more complex topics and understand content and discussions about AI.

Concepts

• Evolution of AI

• Generative AI advancements

• Data-driven learning

• Neural network architectures

• Generative AI model frameworks

• Natural language processing (NLP) systems

• Large language model (LLM) development

• AI applications across industries

• Classification of machine learning techniques

• Generative large language models (LLMs)

• AI-based image generation

• Optimizing outputs via prompt engineering

• Techniques for advanced prompt engineering

• AI-powered API & plugin integration

• Framework for evaluating AI technologies

• Strategic use of generative AI in business

• AI solution deployment strategies

• AI governance structures

• Intersection of ethics, technology, and business

• AI legislation & regulation

Frameworks

• The "4Vs" of Big Data

• Technology Evaluation Framework

• How Machines learn from data

• Understanding the mechanisms of AI

• Pre-training

• Language models for text generation

• Supervised, unsupervised, and reinforcement learning

• NLP and Generative use cases

• Pre-training language models

• Fine-tuning language models

• Generative Adversarial Networks (GANs)

• Prompt Engineering Techniques

• Generative AI business strategies

• AI Project Lifecycle

• Model training and fine-tuning

• Deploying AI solutions