Computer Science Courses and Certifications

IIT Ropar;  NPTEL

Deep Learning - IIT Ropar

Explore deep learning architectures, optimization algorithms, and applications in computer vision and NLP. Gain practical knowledge for solving real-world problems using neural networks and advanced techniques.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Introduction to Large Language Models (LLMs)

Dive into the architecture, training, and applications of Large Language Models, from fundamental NLP concepts to advanced topics like RLHF, parameter-efficient tuning, and ethical considerations.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Joyful Development with Symfony 3

Explore Symfony 3 fundamentals through hands-on coding, covering installation, routing, controllers, services, Twig templating, and API integration with ReactJS. Master essential tools and best practices for robust web development.

• SymfonyCasts
• 44 minutes
• Self-Paced
• Free Certificate

Career Certificate

AI Engineer

Master AI system design and deployment using PyTorch, OpenAI, Hugging Face, and Streamlit to build complex applications with LLMs, transformers, and AI agents.

• Codecademy
• 25 hours
• Self-Paced
• Free Trial Available

Machine Learning Using Python Programming

Master Python-based machine learning techniques from data preprocessing to deep learning, covering regression, classification, clustering, and neural networks with practical implementations.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Doctrine Collections: ManyToMany, Forms & other Complex Relations

Domina las relaciones complejas de Doctrine, incluyendo ManyToMany, formularios y colecciones. Aprende a configurar, consultar y manipular asociaciones eficientemente en aplicaciones del mundo real.

• SymfonyCasts
• 2 hours 25 minutes
• Self-Paced
• Paid Course

Webpack Encore: Frontend like a Pro!

Learn modern JavaScript with Webpack Encore! Master modules, external libraries, CSS handling, code splitting, Sass, and more. Optimize your frontend development workflow and create professional-grade applications.

• SymfonyCasts
• 2 hours 10 minutes
• Self-Paced
• Free Certificate

Racket

Learn Racket, a versatile Lisp-based language for programming, education, and research. Master syntax, solve problems, and explore language creation.

• Exercism
• Self-Paced
• Free Online Course

Symfony Mailer: Love Sending Emails Again

Domina Symfony Mailer para enviar correos electrónicos atractivos y eficientes. Aprende configuración, depuración, diseño HTML/CSS, automatización, pruebas y entrega en la nube.

• SymfonyCasts
• 3 hours 19 minutes
• Self-Paced
• Paid Course

NITTTR

Advance Computer Networks

Master advanced networking concepts including protocols, security, routing algorithms, and network architecture for enhanced IT infrastructure management.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

The Hardware/Software Systems and Fundamentals of Programming

Dive into computer fundamentals, from hardware systems to programming concepts, covering binary operations, operating systems, networking, and modern computing paradigms like AI and cloud computing.

• XuetangX
• Self-Paced
• Free Online Course

Question and Answer Day: March 27th, 2013

Symfony, Behat, and PHP Q&A session covering routing, dependency injection, testing, Composer, SwiftMailer, subdomains, controllers, LESS compilation, validation, forms, and security.

• SymfonyCasts
• 12 minutes
• Self-Paced
• Free Certificate

Advanced Predictive Modelling in R Certification Training

Master R for data science with advanced analytics, regression, forecasting, and churn analysis. Gain expertise in imputation, dimensionality reduction, and survival analysis techniques.

• Edureka
• Self-Paced
• Paid Course

Career Certificate

Feature Engineering

Master data preprocessing techniques to transform raw data into powerful features that boost machine learning model performance through selection and dimensionality reduction.

• Codecademy
• 6 hours
• Self-Paced
• Free Trial Available

IIT Guwahati;  NPTEL

Design & Implementation Of Human-Computer Interfaces

Learn to design and implement user-friendly interfaces, covering requirements gathering, design principles, evaluation techniques, and system development for creating usable consumer electronic products.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course