Trainee Curriculum – Software Engineer
Pre-requisites
| Pre-requisites are non-mandatory but the student has to clear the interview. If not cleared the student will get trained for 2 months with the below fee structure and then reappear for the interview to be selected for the next level of training |
| Software Engineering | Relational Database Management System |
| Software Engineering Overview | Installation and Setup |
| Software Development Lifecycle | Data Definition Language |
| Software Project Management | More on Alter Table |
| Software Requirements | Data Manipulation Language |
| Software Design Basics | Selection From a Table |
| Software Analysis and Design | Selection From Multiple Table |
| Software Design Strategies | Database Design |
| Database Design | |
| Aggregate Functions | |
| Subqueries | |
| MySQL Functions – String functions & Date functions | |
| Object Oriented Technology | UIX Development – Graphic Design |
| Getting Started in Object Oriented Programming | Introduction to Design |
| Object Oriented Programming – Definitions | How to improve your video quality |
| Object Oriented Programming – Practice | |
| Conclusion | |
| HTML, CSS | Photoshop |
| Introduction | Introduction to Photoshop’s Tools |
| Web Development Basics – HTML | Selection Tools |
| Advanced HTML Concepts | Cropping, Sampling, and Measuring |
| Introduction to Cascading Style Sheets (CSS) | Photo Corrections |
| Advanced CSS | Brushing |
| Bootstrap Basics | Stamps, History, and Erasing |
| Gradient and Paint Bucket | |
| More Digital Darkroom Tools | |
| Pen and Type Tools | |
| Shape, Hand, and Zoom Tools | |
Part I – Full Stack Developer
| Design Thinking | WordPress |
| Introduction & Design Thinking Skills | Introduction |
| Design Thinking Skills | Prepare Hosting, Servers, and Install WordPress |
| Identifying Customer Needs | Build a Brochure Site |
| Applied Creativity: Product Concept Generation | Build a Blog Style Homepage Site |
| Design of Services and Customer Experience | Migrating WordPress for Staging and Development |
| Financial Analysis | Premium Themes, Frameworks and Child Themes |
| Design for Environmental Sustainability | Premium Plugins and Choosing Plugins |
| HTML, CSS | Build a Specialized Homepage Site, Corporate Style |
| Introduction | Build a Scrolling Homepage Site |
| Web Development Basics – HTML | Custom Post Types with the Author Pro Plugin |
| Advanced HTML Concepts | Email Systems: Transactional, Marketing and Send/Receive at domains |
| Introduction to Cascading Style Sheets (CSS) | Build an Ecommerce Site |
| Advanced CSS | Managing Updates, Security and Speed |
| Bootstrap Basics | Proposals, Maintenance Plans, and Client Billing |
| Javascript, jQuery, AJAX | PHP |
| JavaScript for Beginners | Introduction to PHP |
| More JavaScript Concepts | Data Types and More |
| Getting Started with jQuery | Control Structures |
| More jQuery | Custom Functions |
| Project – Pipboy from Fallout 4 | PHP Built-in Functions |
| Project – Google Chrome Extension | How To Use Form Data in PHP |
| How To Use Databases in PHP | |
| PHP Security | |
| PHP and The Web | |
| Object Oriented PHP Introduction | |
| Working with files | |
| [Hands-on] CMS Project | |
| Project / Blogging System – Front End and First Steps | More Security |
| Categories & More… | Taking the Project to the Internet |
| POSTS | Sending Emails |
| COMMENTS | Bootstrap Modal Delete Confirm Feature |
| USERS | No posts or category message feature |
| Login | Some miscellaneous features |
| Profile | Having fun with bugs |
| Dashboard | Refactoring part 1 |
| Improving Our CMS | New registration system |
| CMS Extra Features | Adding Prepare statements to our application for security |
| Extra Features – User Registration | Extra feature – Pretty URL’s |
| Extra Features – Author Related Posts | Extra Feature – Forgot Password System |
| Pagination | Extra Feature – Forgot Password System – Sending Email |
| Extra Features – Users ONLINE | Extra Feature – Realtime Notifications with Pusher |
| Extra Feature – NEW Simple Password Encrypting and Login System |
Extra Feature – POST LIKES |
| Extra Feature – Improved Comment system count and display | Extra Feature – Creating A Separate Admin for Logged In Users |
| Extra Feature – Post for Specific User in admin | Extra Feature – Multi-Language Feature |
Part II – Blockchain Developer
| Blockchain Technology | Hyperledger using Virtual Machine on Windows |
| Introduction | Hyperledger Introduction |
| Basic Understanding | Hyperledger Fabric & Composer Concepts |
| Advance Understanding | Pre-Requisites for Fabric development |
| Hyperledger on Ubuntu | Virtual Machine: Hyperledger Fabric Dev Environment Setup |
| Introduction | Native: Hyperledger Fabric Dev Environment Setup |
| Tutorials | Dev Environment Setup overview & Tools usage |
| Developing Business Networks | Fabric Under the Hood (Concepts & Terminology) |
| Developing Applications | Using Composer Tools for Application Development & Administration |
| Integrating existing systems | Business Network Application Modelling |
| Managing your Hyperledger Composer Solution | Composer SDK / API : Coding the Client Apps |
| Diagnosing Problems | Composer SDK / API : Coding the Transaction Processors |
| Reference material for Hyperledger Composer | Developing Front End Applications for Network Applications |
| ACME Airline Rewards Initiative | |
| Ethereum, Solidity & React | |
| What is Ethereum? | Real Projects with Ethereum |
| Smart Contracts with Solidity | Ethereum Project Infrastructure |
| Advanced Smart Contracts | Advanced Multi-Page Front-Ends |
| Building Interactive Front-Ends | Basic React |
Part III – Data Scientist
| Python for Deep Learning | Neural Network & Deep Learning |
| Python for Deep Learning | Introduction to Neural Network and Deep Learning |
| Introduction to NumPy | Mathematics for Deep Learning : Linear Algebra part 1 |
| Introduction to Pandas | Math for Deep Learning : Functions and Convex optimization |
| Object Oriented Programming Concepts | Introduction to Loss Functions |
| Other Python Libraries | Neural Networks deconstructed for Supervised Learning (Classification) |
| Mathematics – Probability | Building Blocks of Neural Networks |
| Vectors and Matrices | TensorFlow, Keras, and Tensorboard |
| Babysitting the Neural Network | |
| Functions | Project Work |
| Computer Vision | Natural Language Processing |
| Introduction | Introduction to Statistical NLP Techniques |
| Working with Images | Word Embeddings |
| CNN Building Blocks | Introduction to Sequential models |
| Project Work | NLP Applications |
| CNN Architectures, Transfer Learning, Visualizations | Project Work |
| Semantic Segmentation and Object Detection | |
| Project Work | |
| CNNs at work: Siamese Network for Metric Learning | |
| Project Work |
Road Map
Program Implementation Process
