Exploratory Data Analysis Courses and Certifications

Fractal Analytics

Foundations of Machine Learning

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 15 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI: Elevate Your Data Science Career

105 ratings at Coursera

Elevate your data science career with cutting-edge generative AI skills. Learn data generation, augmentation, and feature engineering techniques applicable across industries. Gain practical, immediately applicable knowledge.

• Coursera
• 12 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Whizlabs

Exploratory Data Analysis in AWS

Analyze data streams and analytics services in AWS, implement Kinesis, explore AWS Glue, and create ETL jobs for effective data analysis and visualization in machine learning projects.

• Coursera
• 6 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Statistical Thinking for Industrial Problem Solving, presented by JMP

88 ratings at Coursera

Aprenda a aplicar métodos estatísticos para resolver problemas industriais reais, desde análise exploratória de dados até modelagem preditiva e mineração de texto.

• Coursera
• 1 day 20 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Data Science with R - Capstone Project

81 ratings at Coursera

Apply data science skills in a real-world project: collect and analyze data, conduct hypothesis testing, create visualizations, and build models. Present findings through an interactive dashboard and executive summary.

• Coursera
• 1 day 7 minutes
• On-Demand
• Free Online Course (Audit)

Case Study: Analyzing Customer Churn in Power BI

74 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

Exploratory Data Analysis in SQL

64 ratings at DataCamp

Learn how to explore what's available in a database: the tables, relationships between them, and data stored in them.

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

Tableau

Data Analysis with Tableau

58 ratings at Coursera

Manipulate data, perform exploratory analysis, and create reports using Tableau's analytics features. Learn descriptive statistics, visualizations, and predictive analytics for effective data interpretation and communication.

• Coursera
• 1 day 2 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Real World Case Studies | Hands-on Python

54 ratings at Udemy

Complete Beginner to Expert in ML-Data Visualization,EDA,Pandas, Numpy, Matplotlib, Seaborn,Statistics ,Scikit, NLP-NLTK

• Udemy
• 15 hours 24 minutes
• On-Demand
• Paid Course

Introduction to Trifacta (Alteryx Cloud Designer)

51 ratings at Udemy

Data Integration, Data Preparation and Exploratory Data Analysis all in one tool

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

AWS Certified Machine Learning Specialty Practice Exams 2021

51 ratings at Udemy

Prepare for and pass the current AWS ML Specialty Exam with two full-length practice tests: 130 questions + explanations

• Udemy
• On-Demand
• Paid Course

Kaggle Masterclass - build a Machine Learning Portfolio

46 ratings at Udemy

Become a Kaggle Grandmaster. Build a Portfolio of Machine Learning Projects, and take your Career to the Next Level.

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

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

Exploratory Data Analysis in Python

40 ratings at DataCamp

Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA) in Python.

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

Fractal Analytics

Python for Data Science

35 ratings at Coursera

Comprehensive Python course for data science, covering data manipulation, analysis, and visualization. Learn to solve real-world problems and prepare data for machine learning applications.

• Coursera
• 1 day 15 hours 57 minutes
• On-Demand
• Free Online Course (Audit)