Computer Science Courses and Certifications

Packt

Master Retrieval-Augmented Generation (RAG) Systems

Master advanced RAG techniques including query expansion, re-ranking, and dense passage retrieval. Gain hands-on experience implementing these methods to enhance document retrieval and answer generation in real-world scenarios.

• Coursera
• 4 hours 48 minutes
• Self-Paced
• Paid Course

Large Language Models with Semantic Search

Enhance search capabilities using LLMs, exploring dense retrieval and reranking techniques to improve relevance and effectiveness beyond traditional keyword-based methods.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Packt

Introduction to NLP and Syntactic Processing

Master NLP fundamentals, from text encoding to advanced syntactic processing. Apply techniques like RegEx, lexical analysis, and probabilistic parsing to real-world projects, enhancing your ability to process and analyze natural language.

• Coursera
• 13 hours 38 minutes
• Self-Paced
• Paid Course

Health Informatics Capstone & Innovation Project

Unlock practical health informatics skills by designing real-world EHR and FHIR projects, integrating AI innovation with patient care systems and population health analytics.

• Coursera
• 9 hours 31 minutes
• Self-Paced
• Paid Course

Packt

IP Addressing, Routing, and Network Management

Master IP addressing, routing protocols, and network management strategies. Develop skills in IPv4/IPv6 addressing, subnetting, and explore emerging technologies like SDN and SD-WAN for efficient network design and management.

• Coursera
• 11 hours 55 minutes
• Self-Paced
• Paid Course

Foundational Health Informatics and Marketspace

Explore health informatics fundamentals, EHR evolution, interoperability challenges, and standardized clinical terminologies to enhance data-driven healthcare decision-making.

• Coursera
• 13 hours 51 minutes
• Self-Paced
• Paid Course

Kubernetes From Basics to Guru: Unit 1

Master cloud-native fundamentals including containerization, serverless computing, and microservices architecture while learning to build and manage container images efficiently.

• Coursera
• 6 hours 37 minutes
• Self-Paced
• Paid Course

Efficiently Serving LLMs

Explore LLM serving optimizations, including KV caching, continuous batching, and quantization. Implement key techniques, benchmark performance, and gain hands-on experience with Predibase's LoRAX framework for efficient LLM deployment.

• Coursera
• 4 hours
• Self-Paced
• Paid Course

Packt

GitHub Actions Masterclass: From Beginner to Advanced

Master GitHub Actions from basics to advanced CI/CD pipelines, custom actions, and security best practices. Create efficient workflows with triggers, runners, matrices, and reusable components for streamlined development automation.

• Coursera
• 17 hours 10 minutes
• Self-Paced
• Paid Course

Packt

Foundations of Model Optimization and Deep Learning

Master model optimization and CNNs through hyperparameter tuning, regularization techniques, and hands-on image classification projects using Keras, TensorFlow, and PyTorch.

• Coursera
• 7 hours 7 minutes
• Self-Paced
• Paid Course

Career Certificate

Kubernetes From Basics to Guru

Master container orchestration and Kubernetes deployments to unlock the full potential of cloud-native applications through fundamentals to advanced concepts.

• Coursera
• 4 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 6 courses

Packt

Advanced Linux Administration and Shell Scripting

Master Linux system administration and shell scripting through hands-on training in process management, automation, networking, and security. Learn to deploy services, manage updates, and optimize system performance.

• Coursera
• 21 hours 26 minutes
• Self-Paced
• Paid Course

Scrimba

Build a Mobile App with Firebase

Learn to build a feature-rich shopping list app using HTML, CSS, JavaScript, and Firebase. Master database fundamentals, create PWAs, and implement real-time data synchronization for dynamic user experiences.

• Coursera
• 2 hours 59 minutes
• Self-Paced
• Paid Course

Introduction Course to Autoencoders, VAEs, and GANs

Master autoencoders, VAEs, and GANs through hands-on implementation with TensorFlow, building realistic image generators and understanding adversarial training dynamics.

• Coursera
• 3 hours 55 minutes
• Self-Paced
• Paid Course

Coursera

Make a Bill Splitter App with AngularJS

Learn AngularJS fundamentals and build a practical bill splitter app. Covers modules, MVC architecture, directives, data binding, controllers, filters, and form validation in just 1.5 hours.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course