Data Science Courses and Certifications

Classification Analysis

Explore key classification algorithms, their applications, and evaluation methods. Gain hands-on experience through tutorials and case studies to solve real-world data analysis problems.

• Coursera
• 1 day 14 hours 14 minutes
• Self-Paced
• Paid Course

Data Understanding and Visualization

Learn essential statistical concepts and data visualization techniques using Pandas, Matplotlib, and Seaborn to effectively analyze, interpret, and communicate insights from datasets through compelling visualizations.

• Coursera
• 1 day 1 hour 13 minutes
• Self-Paced
• Paid Course

Fundamentals of Visualization & Design with Tableau

Master the essentials of Tableau for creating effective data visualizations, from connecting data sources to building informative charts with proper color usage and filtering techniques.

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

Network Analysis for Marketing Analytics

Explore network analysis for marketing data, covering text datasets and social networks. Learn key concepts, data structures, and visualization techniques through Python tutorials and a hands-on project.

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

Resampling, Selection and Splines

Explore advanced statistical learning techniques for data science, including resampling methods, model optimization, and non-linear approaches to enhance prediction accuracy and interpretability.

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

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

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

Data Processing and Manipulation

Learn essential data processing techniques: handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and using data cubes and pivot tables for efficient analysis and decision-making.

• Coursera
• 1 day 4 hours 43 minutes
• Self-Paced
• Paid Course

Data Acquisition, Risk, and Estimation

Learn data acquisition planning, estimation techniques, and risk reduction for capital investments using sampling, hypothesis testing, and ROI calculations.

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

Data Wrangling with Python Project

Apply data wrangling techniques to transform raw data into a refined dataset ready for analysis. Gain hands-on experience in identifying sources, collecting, integrating, and processing data for real-world challenges.

• Coursera
• 1 day 1 hour 41 minutes
• Self-Paced
• Paid Course

Essential Dashboarding & Storytelling Techniques

Master essential Tableau techniques for creating dynamic dashboards that tell compelling data stories. Learn to compare values, visualize distributions, and implement interactive elements to guide viewers through your insights.

• Coursera
• 11 hours 43 minutes
• Self-Paced
• Paid Course

Advanced Visualizations using Tableau

Master advanced Tableau visualizations, including geographic maps, complex calculations, and analytical concepts like forecasting, trends, and clustering to become a confident Tableau expert.

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

BiteSize Python: Data Visualization

Master data visualization in Python using Matplotlib, Seaborn, and Plotly to create compelling static and interactive graphics. Learn essential techniques for effective data communication through hands-on practice.

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

Microcredential

Foundations of Data Structures and Algorithms

Comprehensive exploration of data structures and algorithms, focusing on efficient data organization and operations for data science applications. Covers arrays, hash-tables, trees, graphs, sorting, searching, and more.

• Coursera
• On-Demand
• Paid Course
• 5 courses

Data Analysis and Interpretation Capstone

48 ratings at Coursera

Apply data analysis techniques to address real-world societal issues using datasets from industry partners. Develop professional-quality reports showcasing findings and demonstrating acquired skills in data interpretation.

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

Customer Data Analytics for Marketers

12 ratings at Coursera

Enhance marketing strategies with data-driven insights. Learn statistical concepts, correlation analysis, and causality to make informed decisions and improve customer understanding.

• Coursera
• 23 hours 47 minutes
• Self-Paced
• Paid Course