Exploratory Data Analysis Courses and Certifications

Basic Exploratory Data Analysis with Diamonds

Explore data analysis fundamentals using the diamonds dataset, covering loading, summarization, categorical analysis, statistical grouping, and visualization techniques with histograms and pairplots.

• CodeSignal
• On-Demand
• Free Certificate

Go Deeper into Exploratory Data Analysis (EDA)

Master advanced data visualization techniques using diamonds dataset to uncover patterns through box plots, scatter plots, violin plots, strip plots, and pairplots for deeper statistical insights.

• CodeSignal
• On-Demand
• Free Certificate

Exploratory Data Analysis with Complex Data Sets in Python

10 ratings at Pluralsight

In this course, master Exploratory Data Analysis (EDA) using Python. Dive deep into complex data sets, extract insights, and elevate your data science proficiency.

• Pluralsight
• 46 minutes
• On-Demand
• Free Trial Available

Great Learning

Exploratory Data Analysis Tutorial - Basics of EDA with Python

Learn Python-based exploratory data analysis techniques to uncover insights, detect patterns, and visualize relationships in datasets for informed decision-making and hypothesis testing.

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

Great Learning

Top 10 Indian Foods Analysis Using Python

Analyze top Indian foods using Python, covering data manipulation, visualization, and machine learning. Learn pandas, NumPy, Matplotlib, Seaborn, and scikit-learn for exploratory data analysis on Indian cuisine dataset.

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

Great Learning

IPL Data Analysis Using EDA - EDA Case Study - What Is EDA? - Great Learning

Practical guide to IPL data analysis using EDA, covering key concepts, techniques, and real-world applications in Python for extracting insights from cricket statistics.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

Practical guide to IPL data analysis using Python, covering EDA techniques, data preprocessing, and visualization to extract insights from real-world cricket datasets.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Shashank Kalanithi

The Google Guide to Exploratory Data Analysis - With Code

Learn to apply Google's Exploratory Data Analysis guide using productivity data, covering data cleaning, visualization, and statistical techniques for insightful analysis and feature selection.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Shashank Kalanithi

Exploratory Data Analysis

Learn techniques for extracting meaningful insights from new datasets through hands-on exploratory data analysis, covering data import, filtering, visualization, and advanced manipulation methods.

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

Rob Mulla

Complete Data Science Project

Explore Wordle tweet data through comprehensive EDA using Python, pandas, and matplotlib. Learn data wrangling, visualization techniques, and gain insights from a Kaggle Grandmaster's analysis.

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

Exploratory Data Analysis Techniques in Python

This course will teach you how to explore, analyze, and visualize large datasets by using popular python libraries like NumPy, Pandas, and Matplotlib to perform Exploratory Data Analysis (EDA).

• Pluralsight
• 2 hours 9 minutes
• On-Demand
• Free Trial Available

Exploratory Data Analysis for Data Scientists

Master the art of making informed decisions by learning advanced EDA techniques. This course will teach you to effectively interpret complex datasets.

• Pluralsight
• 29 minutes
• On-Demand
• Free Trial Available

Designing and Executing an Exploratory Data Analysis Research Plan

This course will teach you how to create an exploratory data analysis research plan to get started on the path to making the best data-driven decisions for your company.

• Pluralsight
• 39 minutes
• On-Demand
• Free Trial Available

DevConf

EDA Techniques for Data Analysis

Explore powerful Exploratory Data Analysis techniques for cleaning, visualizing, and understanding datasets to drive insights and inform decision-making in business contexts.

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

MLOps World: Machine Learning in Production

Essential Workshop to Exploratory Data Analysis and Feature Engineering

Explore and preprocess data, analyze correlations and distributions, engineer features, and train ML models using a Google Play Store dataset. Improve model accuracy and efficiency.

• YouTube
• 3 hours 10 minutes
• On-Demand
• Free Video