Computer Science Courses and Certifications

Hands-on JavaScript + jQuery Development

Master JavaScript fundamentals and jQuery library through hands-on practice, covering syntax, DOM manipulation, event handling, animations, and cross-browser development techniques.

• XuetangX
• Self-Paced
• Free Online Course

Intermediary Algorithm

Explore advanced algorithm topics with in-depth mathematical analysis, building on foundational knowledge for B.Tech and M.Tech students, supported by industry leaders like Infosys and TCS.

• Swayam
• Self-Paced
• Free Online Course

IIT Kanpur;  NPTEL

Computational Number Theory and Algebra

Explore fundamental algebraic concepts in computation, covering fast multiplication, primality testing, error-correcting codes, and cryptography. Gain practical skills applicable to various industries.

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

IIT Guwahati;  NPTEL

Finite Element Method: Variational Methods to Computer Programming

Comprehensive exploration of Finite Element Method, from variational principles to practical implementation, covering 1D and 2D problems with hands-on computer programming in MATLAB.

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

Optimizing AI Strategies

Master AI model optimization through hyperparameter tuning, regularization, and deployment strategies to enhance trading performance and prevent overfitting.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

CSS Techniques, Tooling, and Web Accessibility

Master advanced CSS architecture, preprocessors, animations, and accessibility principles while building a professional portfolio site with modern techniques and inclusive design practices.

• Udacity
• 10 hours
• Self-Paced
• Paid Course

Developing Distributed Applications Using ZooKeeper

Learn to build robust distributed applications using ZooKeeper's coordination services. Master configuration management, synchronization, and overcome challenges in complex distributed environments.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

AI TIME:KDD2021-3

Explore cutting-edge AI research and developments presented at KDD2021, focusing on machine learning innovations, data mining techniques, and real-world applications.

• XuetangX
• Self-Paced
• Free Online Course

Value-Based Methods

Apply deep learning architectures to reinforcement learning tasks. Train your own agent that navigates a virtual world from sensory data.

• Udacity
• 10 hours
• Self-Paced
• Paid Course

IIT Bombay;  NPTEL

Bandit Algorithm (Online Machine Learning)

Explore algorithms balancing exploration and exploitation in uncertain environments. Learn to optimize rewards in online scenarios, applicable to advertising, recommendations, auctions, and e-commerce.

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

Manage Azure Access, Policies, & Budgets

Master Azure identity and governance by creating users, assigning RBAC roles, organizing resources with policies and tags, and managing costs with budgets and Azure Advisor through hands-on labs.

• Udacity
• 12 hours
• Self-Paced
• Paid Course

Efficient Architectural Design and Hardware Acceleration

Explore efficient AI model architectures and hardware acceleration techniques for mobile and edge deployment, culminating in a medical diagnostics optimization project.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

Career Certificate

Integrate and Evaluate LLMs with OpenAI and Hugging Face

Master LLM integration using OpenAI and Hugging Face APIs, prompt engineering techniques, and performance evaluation metrics for building robust AI applications.

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

Data Structures

Data Structure, key to Computer Science, plays a decisive role in constructing efficient algorithms. As fundamental theories for programming, Data Structure is not only among core courses of the major of computer, but also prevails in computer-related ap…

• XuetangX
• Self-Paced
• Free Online Course

Model Optimization Foundational Principles

Master essential techniques to enhance machine learning models through quantization, pruning, profiling, and hands-on GPT-2 optimization for real-world deployment.

• Udacity
• 15 hours
• Self-Paced
• Paid Course