Exploratory Data Analysis Courses and Certifications

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

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
• On-Demand
• Paid Course

Introduction to R Programming

1 rating at Udacity

Learn R programming essentials: data types, control flow, functions, and visualization. Gain hands-on experience with powerful libraries like Numpy and Pandas for data analysis and manipulation.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Introduction to Machine Learning

Explore machine learning concepts and workflows using AWS SageMaker, from data analysis to model deployment. Learn to apply ML techniques, use advanced algorithms, and optimize models for real-world scenarios.

• Udacity
• 18 hours
• On-Demand
• Paid Course

Data Prep for Machine Learning in Python

4 ratings at Corporate Finance Institute

Learn all the essential skills to prep your data in Python, from data cleaning and imputation to EDA, feature selection, and feature engineering

• Corporate Finance Institute
• 3 hours 27 minutes
• On-Demand
• Paid Course

AI for Data Analytics (Self-Paced)

Discover how to leverage AI tools for streamlined data analysis, from collection to visualization, with minimal coding required in this comprehensive self-paced program.

• Noble Desktop
• On-Demand
• $695.00

Tools for Exploratory Data Analysis in Business

55 ratings at Coursera

Develop an analytic mindset and master ETL/EDA processes using PowerBI, RStudio, and Alteryx to extract actionable insights from business data and solve real-world problems.

• Coursera
• 17 hours 53 minutes
• On-Demand
• Paid Course

Nvidia

Accelerated Exploratory Data Analysis with Pandas Using NVIDIA GPUs

Unlock faster exploratory data analysis using RAPIDS and NVIDIA GPUs to process millions of rows efficiently, create interactive dashboards, and accelerate pandas workflows without code changes.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Venelin Valkov

Data Visualization Tutorial for Beginners with Matplotlib in Python - Exploratory Data Analysis

Explore fundamental data visualization techniques using Matplotlib and Seaborn in Python. Learn to create histograms, box plots, violin plots, bar charts, line charts, scatter plots, and more for effective exploratory data analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Microcredential

Practice Essential Data Science Skills With Diamonds Dataset

28 ratings at CodeSignal

Master data science fundamentals through hands-on practice with diamonds data - from exploratory analysis and cleaning to feature engineering and regression modeling using Python tools.

• CodeSignal
• 8 hours
• On-Demand
• Free Certificate
• 5 courses

In-Depth Visualization with Seaborn

Master data visualization techniques using Seaborn to create compelling plots, from basic countplots to advanced FacetGrids, enabling clear and insightful presentation of complex data patterns.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Foundations of Feature Engineering

Master the basics of feature engineering: clean data, handle missing values, address outliers, and scale datasets to prepare raw data for transformation and advanced analysis.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Data Processing, Exploratory Analysis and Visualization

Master distributed computing with Apache Spark, PySpark, and Spark SQL, then create compelling Power BI dashboards for large-scale data analysis and business insights.

• Coursera
• 1 day 5 hours 10 minutes
• On-Demand
• Paid Course

Exploratory Data Analysis

Learn advanced techniques for exploratory data analysis and feature engineering in house price prediction, including automated visualization tools and efficient EDA libraries.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

FUN WITH DATA SCIENCE

Plotly Tips - Exploratory Data Analysis

Explore data visualization techniques using Plotly library for tips dataset analysis. Learn to create various chart types and gain insights through hands-on exploratory data analysis.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video