Data Science Courses and Certifications

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
• Self-Paced
• Paid Course

Advanced Techniques in Data Visualization

Master advanced data visualization techniques to transform complex data into compelling visual stories using color theory, interactivity, network graphs, geospatial mapping, and text visualization methods.

• Coursera
• 1 day 4 hours 27 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Data Analysis Using Hadoop Tools

Master Hadoop ecosystem tools like Hive, Pig, HBase, and Spark for advanced big data processing and analysis. Gain hands-on experience with SQL querying, data transformation, NoSQL databases, and in-memory computation.

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

HDFS Architecture and Programming

Master HDFS architecture and Java programming techniques for building scalable big data solutions. Learn file operations, data compression, and specialized storage using hands-on practice with Hadoop's distributed system.

• Coursera
• 14 hours 1 minute
• Self-Paced
• Paid Course

Specialized Data Visualization Approaches

Master advanced data visualization techniques for temporal, volumetric, and multidimensional datasets, from direct volume rendering to flow visualization, enabling you to create impactful scientific and technical visualizations.

• Coursera
• 1 day 7 hours 6 minutes
• Self-Paced
• Paid Course

Advanced Network Analysis and Incident Response

Master advanced network analysis techniques and incident response protocols using GOTS/COTS tools, while learning to implement NIST and SANS frameworks for effective cybersecurity threat detection and management.

• Coursera
• 1 day 22 hours 10 minutes
• Self-Paced
• Paid Course

Data Use for Disease Control & Global Health Decision-Making

Learn epidemiologic surveillance techniques, best practices for healthcare data collection and analysis, and apply lessons from the polio eradication effort to inform global health decision-making and planning.

• Coursera
• 9 hours 45 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

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
• Self-Paced
• Paid Course

Causal Inference

107 ratings at Coursera

Rigorous mathematical exploration of causal inference methods, including randomization, regression, propensity scores, and matching. Ideal for understanding and applying causal relationships in various fields.

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

Interaction Design Capstone Project

164 ratings at Coursera

Redesign an interface, service, or product through a comprehensive process from needfinding to visual design, resulting in a polished capstone project for your design portfolio.

• Coursera
• 1 day 11 hours 40 minutes
• Self-Paced
• Paid Course

Functional Programming in Scala Capstone

547 ratings at Coursera

Develop a large-scale, interactive data visualization application for global temperature trends using functional programming in Scala and real-world weather station data.

• Coursera
• 1 day 8 hours 3 minutes
• Self-Paced
• Paid Course

Communicating Business Analytics Results

521 ratings at Coursera

Learn to effectively communicate complex analytics results to non-technical stakeholders through data visualization, storytelling, and tailored presentations. Develop skills to interpret, experiment with, and act on data insights.

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

Natural Language Processing and Capstone Assignment

50 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

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