Data Exploration Courses and Certifications

EDUCBA

Credit Default Prediction with Python: Apply & Analyze

Master credit default prediction using Python through logistic regression, decision trees, and ensemble methods with hands-on data preprocessing and model optimization techniques.

• Coursera
• 5 hours 52 minutes
• Self-Paced
• Paid Course

Edureka

Build Your First No-Code Data Workflow

Master no-code data workflows using KNIME Analytics Platform to collect, clean, transform, and analyze data without programming skills.

• Coursera
• 9 hours 52 minutes
• Self-Paced
• Paid Course

Packt

Exploratory Data Analysis & Core ML Algorithms

Master exploratory data analysis and core ML algorithms including linear regression, logistic regression, Naive Bayes, and decision trees through hands-on projects and real-world applications.

• Coursera
• 14 hours 5 minutes
• Self-Paced
• Paid Course

AI-Powered Data Analysis with Microsoft Copilot

Master AI-powered data analysis using Microsoft Copilot to transform raw data into insights, build dashboards, and automate workflows—no prior experience needed.

• Coursera
• 5 hours 21 minutes
• Self-Paced
• Paid Course

AWS Machine Learning Engineer Associate Exam Prep

Prepare for the AWS Certified Machine Learning Engineer – Associate exam by mastering ML workflows, data preparation, model deployment, SageMaker, MLOps, and GenAI services on AWS.

• Coursera
• 31 hours
• Self-Paced
• Paid Course

Tableau for Data-Driven Decision Makers

Master Tableau's powerful features to explore data visualizations, perform advanced analysis, create compelling reports, and make informed business decisions with confidence.

• Coursera
• 8 hours 15 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Data Using R for Statistical Analytics

Master R programming for statistical analytics, data modeling, and visualization through hands-on projects and real-world business case studies in this comprehensive 9-hour training.

• Coursera
• 9 hours 6 minutes
• Self-Paced
• Paid Course

Coursera

Analyze Healthcare Data: Boost Patient Outcomes

Master healthcare data analysis to identify key performance metrics, interpret EDA reports, and extract actionable insights that improve patient outcomes and reduce readmission rates.

• Coursera
• 1 hour 33 minutes
• Self-Paced
• Paid Course

Data Science Fundamentals Part 2: Unit 1

Master Python visualization libraries matplotlib and seaborn to create compelling plots, uncover data patterns, and navigate statistical pitfalls like Simpson's Paradox.

• Coursera
• 7 hours 33 minutes
• Self-Paced
• Paid Course

Packt

Python for Data Analysis: Step-By-Step with Projects

Master Python data analysis through hands-on projects with NBA, banking, and Olympic datasets. Build skills in Pandas, data cleaning, EDA, visualization with Seaborn, and time series analysis.

• Coursera
• 14 hours 49 minutes
• Self-Paced
• Paid Course

Coursera

Explore and Visualize Data the Python Way

Master data visualization with Python using Matplotlib, Seaborn, and Plotly to transform complex datasets into compelling visual stories that drive decision-making.

• Coursera
• 8 hours 11 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Analyze and Apply R for Data Analytics

Master R programming for data analytics, statistical modeling, and visualization through hands-on projects and real-world case studies in this beginner-friendly specialization.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

EDUCBA

Analyze & Build a Churn Prediction Model in R

Master customer retention analytics by building and evaluating churn prediction models in R using logistic regression, data preprocessing, and performance metrics like ROC curves.

• Coursera
• 4 hours 45 minutes
• Self-Paced
• Paid Course

Data Science and Machine Learning for Business Professionals

Discover foundational data science and machine learning skills to make confident, data-driven decisions and communicate insights effectively to stakeholders in any professional setting.

• Coursera
• 10 hours 41 minutes
• Self-Paced
• Paid Course

Teradata: Building Analytics Systems

Explore advanced data analytics with Teradata, covering data integration, exploration, pattern analysis, and text analytics. Enhance skills in connecting data sources, cleaning data, and deriving insights using powerful functions and techniques.

• Coursera
• 15 hours 9 minutes
• Self-Paced
• Paid Course