Data Analysis Courses and Certifications

Surat Thani Rajabhat University

การวิเคราะห์ข้อมูลเบื้องต้นด้วยเวก้า | Basic Data Analysis with Weka

เรียนรู้การวิเคราะห์ข้อมูลเบื้องต้นด้วยเวก้า ครอบคลุมการเตรียมข้อมูล การจำแนกประเภท การจัดกลุ่ม และการหากฎความสัมพันธ์ เหมาะสำหรับผู้สนใจทุกระดับ

• ThaiMOOC
• Self-Paced
• Free Certificate

Preparing for Data Analysis

Master data preprocessing, feature engineering, and exploratory analysis techniques essential for building successful machine learning trading models using Python tools.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

(UPI) Chapter 17: Key Concepts in Data Analysis: Indexing, Slicing, Missing Data, and Visualization Course (How To)

80-minute College Credit course: This course is part of our College Credit Program, designed to help you earn college credit while mastering valuab...

• Treehouse
• 1 hour 20 minutes
• Self-Paced
• Free Trial Available

Data Analysis for Beginners: Python & Statistics

Discover Python programming and statistical analysis fundamentals through hands-on projects, including building a virtual escape room to develop entry-level data analysis skills.

• Zero To Mastery
• 6 hours
• Self-Paced
• Paid Course

AI for Data Analysis

Leverage Gemini to transform unstructured data into actionable insights, build measurement plans, clean datasets, create spreadsheet formulas, and design compelling charts in Google Sheets.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

Prepare data for analysis with Power BI

You will explore Power Query as you learn to extract data from different data sources and choose a storage mode and connectivity type. You will learn to profile, clean, and load data into Power BI in preparation for modeling your data.

• Microsoft Learn
• 4 hours 33 minutes
• Self-Paced
• Free Online Course

Basic Statistics for Data Analysis Course (How To)

22-minute Data Analysis course: Basic statistics concepts learned through traditional schools may have been forgotten or not utilized for a long ti...

• Treehouse
• 22 minutes
• Self-Paced
• Free Trial Available

Basic Math for Data Analysis Course (How To)

25-minute Python course: Basic math concepts learned through traditional schools may have been forgotten or not utilized for a long time. This work...

• Treehouse
• 25 minutes
• Self-Paced
• Free Trial Available

Data Analysis Basics Course (How To)

75-minute Data Analysis course: Learn how to make better decisions with data in this course on data analysis. We'll start by looking at what data a...

• Treehouse
• 1 hour 15 minutes
• Self-Paced
• Free Trial Available

Data Analysis with Python for Excel Users - Full Course

Learn Python and Pandas for data analysis, focusing on pivot tables, data manipulation, and visualization. Ideal for Excel users transitioning to Python-based data analysis tools.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

Intro to Data Analysis Course (How To)

16-minute Data Analysis course: An introduction to the concepts, tools, and terms for data analysis.

• Treehouse
• 16 minutes
• Self-Paced
• Free Trial Available

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Online Course

Data Analysis for Social Scientists - Spring 2023

Master statistical methods and econometrics to analyze social, economic, and policy data using probability, regression, experiments, and R programming.

• YouTube
• 1 day 3 hours 55 minutes
• Self-Paced
• Free Video

ExcelIsFun

Excel and Power BI Basics Data Analysis

Master Excel and Power BI fundamentals through hands-on data analysis techniques, creating dynamic reports, interactive dashboards, and advanced formulas with PivotTables, Power Query, and DAX.

• YouTube
• 5 hours 2 minutes
• Self-Paced
• Free Video

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• Self-Paced
• Paid Course