Data Analysis Courses and Certifications

Parallel Programming with Dask in Python

Learn how to take the Python workflows you currently have and easily scale them up to large datasets without the need for distributed computing environments.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Structural Equation Modeling with lavaan in R

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Error and Uncertainty in Google Sheets

Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Spatial Statistics in R

Learn how to make sense of spatial data and deal with various classes of statistical problems associated with it.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Preparation in Alteryx

Master data preparation, cleaning, and analysis in Alteryx Designer, whether you are a new or seasoned analyst.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Intermediate Google Sheets

Expand your Google Sheet skills. Learn how data validation, statistics, and regular expressions can save you time with Excel and Sheets!

• DataCamp
• 12 hours
• On-Demand
• Free Trial Available

Design in Power BI

This short track will take your dashboarding and reporting skills to the next level.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Multivariate Probability Distributions in R

Learn to analyze, plot, and model multivariate data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Understanding Excel

Master Excel basics quickly: navigate spreadsheets, apply formulas, analyze data, and create your first charts!

• DataCamp
• 1 hour
• On-Demand
• Free Trial Available

Python for MATLAB Users

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Statistical Inference in R

A core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.

• DataCamp
• 16 hours
• On-Demand
• Free Trial Available

Microcredential

Google データアナリティクス

Googleが提供する実践的なデータ分析スキルを習得。基礎から応用まで8コースで学び、6ヶ月で修了。エントリーレベルの職に必要な知識とツールを身につけ、キャリアアップを目指せる。

• Coursera
• 26 weeks, 10 hours a week
• On-Demand
• Paid Course
• 8 courses

Importing & Cleaning Data in R

Gain the real-world skills you need to import and clean your data when working in R—making it possible for you to reveal the insights that matter.

• DataCamp
• 14 hours
• On-Demand
• Free Trial Available

Natural Language Processing with spaCy

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Fraud Detection in R

Explore fraud detection techniques using R, covering anomaly detection, social network analysis, handling imbalanced data, and applying robust statistics for effective fraud prevention.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available