AI Developer

12 Courses · 98 Lessons
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📘 C1 Introduction to Software Engineering 4 Modules · 8 Lessons
▶ M1 Intro to Software Development 2
1L1 What is Software Engineering→ 2L2 Software Development Ecosystem→
▶ M2 SDLC 2
1L1 SDLC Phases→ 2L2 Agile and Scrum→
▶ M3 Architecture and Design 2
1L1 Software Architecture→ 2L2 Design Principles and UML→
▶ M4 Programming Fundamentals 2
1L1 Programming Concepts→ 2L2 Testing and Best Practices→
📘 C10 Microservices and Serverless 4 Modules · 7 Lessons
▶ M1 Intro Microservices 2
1L1 Microservices Overview→ 2L2 Microservices Architecture→
▶ M2 Design 2
1L1 Design Patterns→ 2L2 Implementation→
▶ M3 Serverless 2
1L1 Serverless Concepts→ 2L2 Building Serverless Applications→
▶ M4 Final Project 1
1L1 MicroservicesServerless Project→
📘 C11 Machine Learning with Python 6 Modules · 11 Lessons
▶ M1 Intro to ML 2
1L1 ML Overview→ 2L2 Data Preparation for ML→
▶ M2 Regression 2
1L1 Linear Regression→ 2L2 Advanced Regression and Evaluation→
▶ M3 Classification 2
1L1 Classification Algorithms→ 2L2 Evaluation and Comparison→
▶ M4 Clustering 2
1L1 Clustering Algorithms→ 2L2 Evaluation and Applications→
▶ M5 Recommendation Systems 2
1L1 Recommendation Approaches→ 2L2 Building Recommenders→
▶ M6 Final Project 1
1L1 ML Final Project→
📘 C12 AI Developer Capstone 4 Modules · 7 Lessons
▶ M1 Planning and Model 2
1L1 Project Planning→ 2L2 ML Model Development→
▶ M2 API Development 2
1L1 AI API Development→ 2L2 Frontend Integration→
▶ M3 Containers and Deploy 2
1L1 Containerization→ 2L2 Cloud Deployment→
▶ M4 Final Submission 1
1L1 Final Submission→
📘 C2 Introduction to AI 4 Modules · 8 Lessons
▶ M1 What is AI 2
1L1 AI Overview→ 2L2 AI Technologies→
▶ M2 AI Concepts 2
1L1 Machine Learning Pipeline→ 2L2 Neural Networks and Deep Learning→
▶ M3 AI Applications 2
1L1 AI in Industries→ 2L2 AI Tools and Platforms→
▶ M4 AI Ethics 2
1L1 AI Ethics and Bias→ 2L2 Future of AI→
📘 C3 Introduction to Generative AI 4 Modules · 8 Lessons
▶ M1 GenAI Fundamentals 2
1L1 What is Generative AI→ 2L2 Core Technologies→
▶ M2 LLMs 2
1L1 LLM Architecture and Capabilities→ 2L2 Using LLMs→
▶ M3 GenAI Applications 2
1L1 Text and Code Generation→ 2L2 Image Audio and Multimodal→
▶ M4 Responsible GenAI 2
1L1 Risks and Challenges→ 2L2 Guardrails and Governance→
📘 C4 Prompt Engineering Basics 4 Modules · 8 Lessons
▶ M1 Fundamentals 2
1L1 What is Prompt Engineering→ 2L2 Writing Effective Prompts→
▶ M2 Advanced Techniques 2
1L1 ShotBased Prompting→ 2L2 ChainofThought and Structured→
▶ M3 For Developers 2
1L1 APIBased Prompt Engineering→ 2L2 Code Generation Prompts→
▶ M4 Practical Applications 2
1L1 Building AIPowered Tools→ 2L2 Prompt Engineering Project→
📘 C5 Python for Data Science AI and Development 5 Modules · 10 Lessons
▶ M1 Python Basics 2
1L1 Variables and Data Types→ 2L2 Operators and Expressions→
▶ M2 Data Structures 2
1L1 Lists and Tuples→ 2L2 Dictionaries and Sets→
▶ M3 Programming Fundamentals 2
1L1 Conditions and Loops→ 2L2 Functions and OOP→
▶ M4 Working with Data 2
1L1 NumPy→ 2L2 Pandas→
▶ M5 APIs and Collection 2
1L1 REST APIs→ 2L2 Web Scraping→
📘 C6 Developing AI Apps with Python and Flask 4 Modules · 8 Lessons
▶ M1 Flask Fundamentals 2
1L1 Flask Setup and Routing→ 2L2 Templates and Static Files→
▶ M2 AI Integration 2
1L1 AI API Integration→ 2L2 Custom Model Integration→
▶ M3 AI Web Apps 2
1L1 Full AI Application→ 2L2 Testing and Debugging→
▶ M4 Deployment 2
1L1 Deployment→ 2L2 Final Project→
📘 C7 Getting Started with Git and GitHub 4 Modules · 7 Lessons
▶ M1 Git Fundamentals 2
1L1 Version Control Basics→ 2L2 GitHub Basics→
▶ M2 Branching Merging 2
1L1 Branching→ 2L2 Merging and Conflicts→
▶ M3 Collaboration 2
1L1 Pull Requests and Code Reviews→ 2L2 Git Workflows→
▶ M4 Final Project 1
1L1 Git Portfolio Project→
📘 C8 Django Application Development 4 Modules · 8 Lessons
▶ M1 SQL and Databases 2
1L1 Relational Databases→ 2L2 SQL Queries→
▶ M2 ORM and Models 2
1L1 Django Setup and Models→ 2L2 Django ORM Queries→
▶ M3 Full Stack Django 2
1L1 Views and Templates→ 2L2 REST API and Authentication→
▶ M4 Deploy App 2
1L1 Production Deployment→ 2L2 Final Project→
📘 C9 Containers Docker Kubernetes OpenShift 4 Modules · 8 Lessons
▶ M1 Containers 2
1L1 Containerization Concepts→ 2L2 Container Architecture→
▶ M2 Docker 2
1L1 Docker Commands and Dockerfile→ 2L2 Networking and Volumes→
▶ M3 Kubernetes 2
1L1 Kubernetes Architecture→ 2L2 Deployments and Services→
▶ M4 OpenShift 2
1L1 OpenShift Platform→ 2L2 Advanced Orchestration→