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  • Exploratory Data Analysis

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.

Popular Exploratory Data Analysis Courses and Certifications


  • M

    Madecraft

    Pandas for Data Analysts: Leveraging Python with Confidence

    Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    SQL Queries & Joins: Filtering, Data Retrieval & Operations

    Skills you'll gain: SQL, Database Design, Data Manipulation, MySQL, Database Development, Relational Databases, Database Management, Query Languages, Data Integrity, Databases, Data Maintenance, Data Management, Data Validation, PostgreSQL, Operations

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Data Processing and Analytics with AWS

    Skills you'll gain: AWS Kinesis, Amazon Web Services, Apache Kafka, Data Lakes, Real Time Data, Data Management, Cloud Management, Data Pipelines, Data Processing, Big Data, Apache Hadoop, Query Languages, Serverless Computing, Scalability

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Data Management and Storage in the Cloud

    Skills you'll gain: Data Lakes, Data Governance, Data Architecture, Data Management, Data Infrastructure, Data Storage, Cloud Storage, Database Management, Data Warehousing, Data Storage Technologies, Data Access, Metadata Management, NoSQL, Star Schema, Data Quality, Google Cloud Platform, Query Languages, Data Integration, Data Processing, Application Programming Interface (API)

    4.1 stars, 46 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (46) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Creating a Data Warehouse Through Joins and Unions

    Skills you'll gain: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Text Mining, Exploratory Data Analysis, Google Analytics

    4 stars, 8 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4 (8) · Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Data Visualization with OpenAI API: Generate code with GenAI

    Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Data Visualization, Data Visualization Software, OpenAI, ChatGPT, Data Literacy, Plot (Graphics), Data Analysis, Python Programming, Data Manipulation, Natural Language Processing

    4.4 stars, 9 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (9) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming

    4.5 stars, 12 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.5 (12) · Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Analyze Healthcare Data with Confidence

    Skills you'll gain: Statistical Inference, Statistical Analysis, Data Literacy, Data Analysis, Probability & Statistics, Estimation, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Product Marketers: Data-Driven Campaigns

    Skills you'll gain: AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Analytics, A/B Testing, Campaign Planning, Marketing Strategies, Marketing Effectiveness, Digital Marketing Campaigns, Prompt Engineering Tools, Product Marketing, Campaign Management, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Prompt Engineering, Analytics, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    4.5 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (11) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The State University of New York

    Data Analytics in Sports Law and Management

    Skills you'll gain: Facility Management, Event Management, Legal Risk, Contract Management, Facility Operations, Events and Conferences, Calendar Management, People Analytics, Performance Analysis, Financial Data, Business Analytics, Driving engagement, Analytics, Data Management, Data Literacy, Scheduling, Labor Relations, Data Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making

    4.8 stars, 54 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Building Data Lakes and Lakehouses with Microsoft Fabric

    Skills you'll gain: Data Lakes, Data Governance, Transaction Processing, Microsoft Azure, Security Controls, Data Architecture, Power BI, Data Warehousing, Dataflow, Data Management, Identity and Access Management, Azure Active Directory, Data Pipelines, Role-Based Access Control (RBAC), Data Integration, Query Languages, Data Integrity, Real Time Data, Data Quality, Data Transformation

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Pandas for Data Analysts: Leveraging Python with Confidence: Madecraft
  • SQL Queries & Joins: Filtering, Data Retrieval & Operations: LearnKartS
  • Advanced Data Processing and Analytics with AWS: Packt
  • Data Management and Storage in the Cloud: Google Cloud
  • Creating a Data Warehouse Through Joins and Unions: Google Cloud
  • Data Visualization with OpenAI API: Generate code with GenAI: Coursera
  • Python for Finance: Investment Fundamentals & Data Analytics: Packt
  • Analyze Healthcare Data with Confidence: Coursera
  • GenAI for Product Marketers: Data-Driven Campaigns: Coursera
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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