Exploratory Data Analysis Courses and Certifications

Predicting CTR with Machine Learning in Python

Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

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

2024 Data Visualization in Tableau & Python (2 Courses in 1)

347 ratings at Udemy

Learn Data Visualization with Tableau & Python from the basic to advanced level using Real-Life Projects

• Udemy
• 1 hour 59 minutes
• On-Demand
• Paid Course

Data Analysis & Exploratory Data Analysis | Build EDA App

323 ratings at Udemy

Basic & Advanced Data Analysis Techniques | Use Streamlit to build EDA App | EDA Libraries | Data Visualization

• Udemy
• 4 hours 54 minutes
• On-Demand
• Paid Course

Healthcare Information Design and Visualizations

Explore data visualization techniques for effective business decision-making. Learn to collect, process, and present data insights through static and interactive displays, emphasizing clear communication and ethical considerations.

• Coursera
• 20 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Machine Learning

267 ratings at Coursera

Explore unsupervised machine learning techniques, including clustering and dimensionality reduction, to uncover insights from unlabeled data. Gain hands-on experience with algorithms and best practices.

• Coursera
• 23 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

AWS Certified Machine Learning Specialty Practice Exams

229 ratings at Udemy

AWS Certified Machine Learning Practice Tests w/ Complete Explanations and References that covers all MLS-C01 topics!

• Udemy
• On-Demand
• Paid Course

Beginning with Machine Learning, Data Science and Python

162 ratings at Udemy

Fundamentals of Data Science : Exploratory Data Analysis (EDA), Regression (Linear & logistic), Visualization, Basic ML

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Data Preparation and Analysis

Comprehensive data analysis course covering preparation, visualization, statistical techniques, and machine learning models. Emphasizes practical skills in Python for extracting insights and building professional-grade solutions.

• Coursera
• 3 days 7 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Data Analysis for Business and Finance

131 ratings at Udemy

Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

Specialized Models: Time Series and Survival Analysis

126 ratings at Coursera

Learn time series analysis and survival modeling techniques for forecasting and analyzing censored data, including decomposition, ARIMA models, and hazard functions. Gain hands-on experience with Python.

• Coursera
• 11 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Exploratory Data Analysis in Python

125 ratings at Udemy

A course about how to approach a dataset for the first time

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Case Study: Inventory Analysis in Tableau

Enhance your Tableau skills with this case study on inventory analysis. Analyze a dataset, create calculated fields, and create visualizations.

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

Introduction to the Tidyverse

119 ratings at DataCamp

Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful and popular collection of data science tools within R.

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

AI Workflow: Data Analysis and Hypothesis Testing

118 ratings at Coursera

Exploratory data analysis, visualization, and hypothesis testing for a streaming media company. Learn estimation techniques, probability distributions, and null hypothesis significance tests through hands-on case studies.

• Coursera
• 10 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Case Study: HR Analytics in Tableau

Explore HR data analysis in Tableau with this case study.

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