Computer Science Courses and Certifications

Distributed Query Optimization and Security

Master query optimization and security techniques for distributed databases while exploring Hadoop, MapReduce, and HDFS implementation for efficient data processing and robust protection mechanisms.

• Coursera
• 17 hours 33 minutes
• Self-Paced
• Paid Course

Machine Learning and Emerging Technologies in Cybersecurity

Master machine learning applications in cybersecurity, from neural networks to intrusion detection systems. Gain hands-on experience with RapidMiner and Security Onion while exploring Tor networking and incident response strategies.

• Coursera
• 1 day 15 hours 8 minutes
• Self-Paced
• Paid Course

Computational and Graphical Models in Probability

Master computational probability through simulation techniques, network analysis, and graphical models using R. Build expertise in ERGMs and PGMs while gaining practical skills for complex data analysis and machine learning applications.

• Coursera
• 15 hours 56 minutes
• Self-Paced
• Paid Course

YARN MapReduce Architecture and Advanced Programming

Master YARN and MapReduce architectures, optimization techniques, and advanced programming concepts for efficient large-scale data processing, including combiners, partitioners, and multithreading.

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

Cryptography and Information Theory

550 ratings at Coursera

Explore cryptography and information theory, combining techniques for protecting data with studies of information coding and transfer. Gain insights into entropy, security principles, and attacker perspectives.

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

DevOps, DataOps, MLOps

225 ratings at Coursera

Master MLOps: Build AI solutions using Python and Rust. Learn DevOps, DataOps, and MLOps pipelines. Apply pre-trained models, simulations, and GPU acceleration for real-world machine learning problems.

• Coursera
• 1 day 20 hours 43 minutes
• Self-Paced
• Paid Course

Embedded Software and Hardware Architecture

531 ratings at Coursera

Explore embedded architectures, write efficient firmware, and interface hardware using ARM Cortex-M4. Gain hands-on experience with microcontroller peripherals and develop a circular buffer data structure.

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

Internet of Things: Sensing and Actuation From Devices

159 ratings at Coursera

Explore sensing and actuation for IoT devices. Learn to interface sensors and actuators with DragonBoard 410c, develop software for data acquisition and processing, and control various outputs like motors and LEDs.

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

Peer-to-Peer Protocols and Local Area Networks

538 ratings at Coursera

Explore peer-to-peer protocols, ARQ techniques, medium access control, and LAN standards, focusing on reliable data transfer and network performance analysis.

• Coursera
• 15 hours 49 minutes
• Self-Paced
• Paid Course

Data, Security, and Privacy

54 ratings at Coursera

Hands-on experience with productivity tools, system design, and internet concepts. Covers data security, privacy, and efficiency. Explores technology careers and industry certifications.

• Coursera
• 12 hours 35 minutes
• Self-Paced
• Paid Course

Cryptography and Hashing Overview

53 ratings at Coursera

Explore blockchain's decentralized transactions, ownership tracking, and industry applications. Dive into cryptography and hashing for authentication and privacy in this comprehensive overview.

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

Getting started with TensorFlow 2

582 ratings at Coursera

Learn to build, train, evaluate, and predict with deep learning models using TensorFlow 2's Sequential API. Includes hands-on coding tutorials, assignments, and a capstone project to develop an image classifier from scratch.

• Coursera
• 1 day 2 hours 13 minutes
• Self-Paced
• Paid Course

The Blockchain System

41 ratings at Coursera

Explore blockchain's authentication, data distribution, version reconciliation, limitations, and organizational applications. Gain practical insights through assignments using recommended books.

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

Cybersecurity and Mobility

639 ratings at Coursera

Analyze innovations in IT and their cybersecurity challenges, focusing on mobile devices, advanced threats, and multi-dimensional security strategies for protecting critical data in various sectors.

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

Brown University;  Georgia Tech

Reinforcement Learning

8 ratings

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

• Udacity
• 21 hours
• Self-Paced
• Free Online Course