Computer Science Courses and Certifications

Coursera

Build a CI/CD Pipeline with Docker: From Code to Deployment

Master Docker containerization and CI/CD pipeline creation using GitHub Actions. Build, automate, and deploy applications to AWS ECR and EC2, streamlining your development workflow with hands-on practice.

• Coursera
• 2 hours 28 minutes
• Self-Paced
• Paid Course

POSTECH

Introduction to Blockchain

Explore blockchain fundamentals, cryptocurrencies, and real-world applications. Learn about Bitcoin, Ethereum, consensus algorithms, and emerging trends in decentralized finance and crypto economics.

• Coursera
• 8 hours 39 minutes
• Self-Paced
• Paid Course

Codio

Java: Algorithms

Explore data structures and algorithms in Java, covering complexity analysis, design techniques, searching, and sorting through hands-on coding exercises and instant feedback.

• Coursera
• 12 hours 30 minutes
• Self-Paced
• Paid Course

Digital Citizenship

Learn the basic digital citizenship and keep your digital relationships run smoothly in this course.

• OpenLearning
• 10 hours
• On-Demand
• Paid Course

Regression and Gradient Descent

Master regression algorithms from scratch, implementing linear and logistic regression using gradient descent. Build predictive models without relying on high-level libraries for deep mathematical understanding.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Classification Algorithms and Metrics

Master classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch. Implement metrics like AUCROC and confusion matrix while gaining hands-on experience with real-world applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Gradient Descent: Building Optimization Algorithms from Scratch

Master optimization algorithms by implementing Gradient Descent variants from scratch, including Stochastic, Mini-Batch, Momentum, RMSProp, and Adam methods, with hands-on Python implementation and practical applications.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Ensemble Methods from Scratch

Master ensemble methods by building Bagging, Random Forest, AdaBoost, and Gradient Boosting implementations from scratch. Learn to enhance predictive models through hands-on coding without relying on libraries.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Unsupervised Learning and Clustering

Master unsupervised learning algorithms from scratch, including k-Means, PCA, and DBSCAN. Build clustering implementations, visualize results, and evaluate performance using essential metrics.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Using R for Regression and Machine Learning in Investment

Learn regression and machine learning techniques for investment analysis using R, covering backtesting, risk assessment, and factor models to enhance decision-making in financial markets.

• Coursera
• 17 hours 27 minutes
• Self-Paced
• Paid Course

Healthcare Information Design and Visualizations

Explore data visualization techniques for effective business decision-making. Learn to collect, process, and present data insights through static and interactive displays, emphasizing clear communication and ethical considerations.

• Coursera
• 20 hours 23 minutes
• Self-Paced
• Paid Course

Machine Learning

Master Python-based machine learning from fundamentals to deep learning, covering scikit-learn, TensorFlow, neural networks, and real-world applications with text and image data.

• Coursera
• 1 day 12 hours 2 minutes
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Operating Systems

Master core principles and advanced mechanisms of operating systems through hands-on process management, memory allocation, synchronization, and file system operations.

• Coursera
• 2 days 8 hours 14 minutes
• Self-Paced
• Paid Course

Recommender Systems

Explore collaborative filtering, deep learning, and advanced concepts in recommender systems. Gain practical skills for building personalized recommendation algorithms.

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

Designing Engaging Dashboards for Healthcare Analytics

Explore data visualization techniques for healthcare analytics, focusing on dashboard design, storytelling, and effective communication to support informed decision-making.

• Coursera
• 16 hours 16 minutes
• Self-Paced
• Paid Course