Data Science Courses and Certifications

Prescriptive Analytics Project Ideation

Gain insights into transforming data into optimal business strategies through optimization, simulations, and real-world applications in investing, staffing, and airline operations.

• Coursera
• 11 hours 50 minutes
• Self-Paced
• Paid Course

Statistics and Data Analysis with Excel, Part 1

39 ratings at Coursera

Learn foundational statistics concepts and apply them using Excel. Covers descriptive statistics, probability, and probability distributions. Ideal for beginners in data science and analytics.

• Coursera
• 16 hours 31 minutes
• Self-Paced
• Paid Course

Mastering OpenAI Python APIs: Unleash ChatGPT and GPT4

2942 ratings at Udemy

Recorded with GPT-4! ChatGPT API, Whisper, Embeddings, DALL-E, and Tons of Projects!

• Udemy
• 13 hours 9 minutes
• Self-Paced
• Paid Course

Microcredential

Data Wrangling with Python

38 ratings at Coursera

Master essential data wrangling skills with Python, covering tools, collection, understanding, preprocessing, and visualization. Gain practical experience through exercises and a final project to tackle real-world data challenges.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Big Data Computing with Spark

10 ratings at edX

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Managing, Describing, and Analyzing Data

34 ratings at Coursera

Learn to classify, visualize, and analyze data using R. Master descriptive statistics, probability distributions, sampling techniques, and hypothesis testing for informed decision-making and statistical inference.

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

Data Mining Project

31 ratings at Coursera

Gain hands-on experience designing and implementing a real-world data mining project, from problem formulation to evaluation and future work.

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

Data Driven Decision Making

31 ratings at Coursera

Learn statistical analysis techniques for data-driven decision making, including one and two sample tests, correlation, and ANOVA. Gain practical skills using RStudio and ROIStat for various data types and scenarios.

• Coursera
• 12 hours 19 minutes
• Self-Paced
• Paid Course

Identifying Patient Populations

40 ratings at Coursera

Learn computational phenotyping to identify patient populations using clinical data types, data manipulations, and algorithm selection. Develop skills to create algorithms for diseases like diabetes and hypertension.

• Coursera
• 13 hours 25 minutes
• Self-Paced
• Paid Course

Foundations of Data Analytics

9 ratings at edX

Learn the fundamental techniques for data analytics and to be prepared for learning and applying more advanced big data technologies.

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

SAS Programming Complete: Learn SAS and Become a Data Ninja

2863 ratings at Udemy

Use the SAS Data Step, SQL, and Macros. Beginner to intermediate level.

• Udemy
• 12 hours 13 minutes
• Self-Paced
• Paid Course

Data Mining and Knowledge Discovery

8 ratings at edX

Learn how to discover knowledge in data via data mining.

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Mathematical Methods for Data Analysis

6 ratings at edX

Learn mathematical methods for data analysis including mathematical formulations and computational methods. Some well-known machine learning algorithms such as k-means are introduced in the examples.

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Time Series Analysis in Python

2853 ratings at Udemy

Time Series Analysis in Python: Theory, Modeling: AR to SARIMAX, Vector Models, GARCH, Auto ARIMA, Forecasting

• Udemy
• 7 hours 21 minutes
• Self-Paced
• Paid Course

Getting Started with Elasticsearch

2834 ratings at Udemy

Learn basics of Elasticsearch from scratch with this 101 course and become an Elasticsearch Padawan.

• Udemy
• 31 minutes
• Self-Paced
• Free Online Course