AI Engineer Professional Certificate Course

Course Overview

• Course Title: AI Engineer Professional Certificate Course
• Instructor: Jet Drag Academy
• Target Audience:
  • Advanced learners
  • AI and machine learning practitioners
  • Professionals aiming for roles such as Machine Learning Engineer, AI Researcher, or Lead AI Architect
• Prerequisites:
  • Completion of a beginner or associate-level AI or machine learning course
  • Strong understanding of Python programming
  • Solid grasp of basic machine learning concepts
  • Familiarity with deep learning fundamentals
  • Prior exposure to tools like Jupyter Notebook, TensorFlow, or PyTorch
  • Working knowledge of mathematics for AI
  • A computer with reliable internet
  • Willingness to explore complex systems and hands-on coding

Curriculum Highlights

• Key Topics Covered:
  • Model Tuning and Optimization
  • Convolutional Neural Networks (CNNs)
  • Recurrent Neural Networks (RNNs) and Sequence Modeling
  • Transformers and Attention Mechanisms
  • Transfer Learning and Fine-Tuning
  • AI Agents: A Comprehensive Overview
  • Introduction and Hands-on MLOps
• Key Skills Learned:
  • Tune and optimize deep learning models
  • Build and train CNNs
  • Develop RNNs, LSTMs, and GRUs
  • Implement transformers and attention mechanisms
  • Apply transfer learning
  • Design and analyze AI agents
  • Use TensorFlow and PyTorch
  • Deploy models using MLOps tools

Course Format

• Duration: 15.5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • Role Play
  • 46 downloadable resources
  • Access on mobile and TV
  • Certificate of completion