Coursera Courses

Microcredential

Large-Scale Database Systems

6 ratings at Coursera

Master distributed database systems, cloud computing, and machine learning concepts while gaining practical skills in query optimization, data reliability, and scalable analytics using Hadoop and MapReduce.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Intrusion Detection

5 ratings at Coursera

Master essential principles and advanced techniques of intrusion detection systems, network analysis, and machine learning applications in cybersecurity to effectively protect networks from evolving threats.

• Coursera
• 16 weeks, 13 hours a week
• On-Demand
• Paid Course
• 3 courses

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• On-Demand
• Paid Course

Advanced Cybersecurity Techniques

Master advanced cybersecurity techniques through hands-on labs covering mobile vulnerabilities, DNS attacks, network exploitation, web security, and Wi-Fi hacking using the MITRE ATT&CK framework.

• Coursera
• 1 day 8 hours 16 minutes
• On-Demand
• Paid Course

Advanced Cybersecurity Topics

Master advanced cybersecurity techniques including rootkits, OS security, buffer overflow vulnerabilities, and post-exploitation strategies through hands-on labs using the MITRE ATT&CK framework.

• Coursera
• 2 days 55 minutes
• On-Demand
• Paid Course

Introduction to Penetration Testing and Ethical Hacking

Master essential cybersecurity skills through hands-on penetration testing, cryptography, and social engineering. Build expertise in ethical hacking methodologies, security assessments, and professional reporting techniques.

• Coursera
• 22 hours 31 minutes
• On-Demand
• Paid Course

Advanced Methods in Machine Learning Applications

Master advanced machine learning techniques for complex problem-solving. Explore ensemble learning, regression analysis, unsupervised learning, and reinforcement learning. Gain practical skills to implement and optimize sophisticated models.

• Coursera
• 19 hours 58 minutes
• On-Demand
• Paid Course

Artificial Intelligence in Social Media Analytics

Explore AI's role in social media analytics. Learn machine learning, NLP, sentiment analysis, and topic modeling. Apply techniques to real data, uncovering patterns and insights in digital interactions.

• Coursera
• 16 hours 51 minutes
• On-Demand
• Paid Course

Chatbots

Dive into chatbot technology, from design principles to practical implementation using Amazon Lex and AWS. Build and evaluate ML classifiers, create functional chatbots, and explore real-world applications.

• Coursera
• 13 hours 29 minutes
• On-Demand
• Paid Course

Introduction to Social Computing

Explore social computing's impact on society. Gain skills in social media analytics, responsible AI, and gamification. Apply machine learning to real-world scenarios and understand online behavior dynamics.

• Coursera
• 20 hours 45 minutes
• On-Demand
• Paid Course

Mastering Neural Networks and Model Regularization

Dive deep into neural networks, from perceptrons to CNNs. Build models from scratch, master regularization techniques, and apply PyTorch for image and audio processing tasks.

• Coursera
• 16 hours 3 minutes
• On-Demand
• Paid Course

Network Visualization and Intervention

Explore data manipulation, visualization, and network dynamics. Master Relational Algebra, create impactful visualizations, and learn to influence social networks through strategic interventions.

• Coursera
• 12 hours 1 minute
• On-Demand
• Paid Course

Online Influence and Persuasion

Explore social media dynamics through Social Network Analysis. Master key measures, analyze online influence, and gain practical skills in data extraction and analysis for informed decision-making.

• Coursera
• 21 hours 55 minutes
• On-Demand
• Paid Course

Training AI with Humans

Explore machine learning principles, data annotation, and crowdsourcing techniques to enhance AI performance. Develop skills in designing studies, using platforms like AMT, and implementing IAA for high-quality data.

• Coursera
• 22 hours 47 minutes
• On-Demand
• Paid Course

Advanced Probability and Statistical Methods

Master advanced probability concepts through joint distributions, statistical testing, and Markov chains, building expertise in data analysis and statistical inference for real-world applications.

• Coursera
• 1 day 23 hours 46 minutes
• On-Demand
• Paid Course