Exploratory Data Analysis Courses and Certifications

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

Complete Data Analyst Bootcamp From Basics To Advanced

16135 ratings at Udemy

Master Data Analysis: Python, Stats, Gen AI, EDA, AWS, SQL ,Excel, Power BI, Tableau,ETL,Snowflake & Feature Engineering

• Udemy
• 3 days 16 hours 51 minutes
• On-Demand
• Paid Course

Introduction to Statistics

4278 ratings at Coursera

You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.

• Coursera
• 14 hours 6 minutes
• On-Demand
• Paid Course

Nicholas Renotte

Exploratory Data Analysis with Binance API Using Python and Pandas - MLTrader Episode 1

Learn to extract and analyze real-time crypto data from Binance using Python and Pandas. Covers API setup, data pulling, exploratory analysis, and candlestick visualization with MPLFinance.

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

Rob Mulla

Exploratory Data Analysis with Pandas Python 2023

Learn exploratory data analysis with pandas in Python from Kaggle grandmaster Rob Mulla. Covers data understanding, preparation, feature analysis, and relationships, with practical examples and insights for data scientists.

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

Alex the Analyst

MySQL Exploratory Data Analysis Project

Dive into hands-on exploratory data analysis using MySQL through a practical project that demonstrates essential data cleaning and analysis techniques.

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

Data Science Capstone

1240 ratings at Coursera

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academ…

• Coursera
• 5-6 hours
• On-Demand
• Paid Course

Introduction to the Tidyverse

126 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

Case Study: Analyzing Customer Churn in Power BI

84 ratings at DataCamp

You will investigate a dataset from a fictitious company called Databel in Power BI, and need to figure out why customers are churning.

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

Python Data Fundamentals

28 ratings at DataCamp

Grow your data skills, discover how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.

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

Loan Default Prediction with Machine Learning

69 ratings at Corporate Finance Institute

Combine a data set with basic Machine Learning skills to predict which customers are likely to default on their loans

• Corporate Finance Institute
• 3 hours 56 minutes
• On-Demand
• Paid Course

Data Analyst in Python

32 ratings at DataCamp

Develop your data analytics skills in Python. Gain the data analyst skills to manipulate, analyze, and visualize data. No coding experience required!

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

Statistical Thinking in Python (Part 1)

32 ratings at DataCamp

Build the foundation you need to think statistically and to speak the language of your data.

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

Analyzing Police Activity with pandas

44 ratings at DataCamp

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

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

Case Study: Analyzing Customer Churn in Tableau

25 ratings at DataCamp

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

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