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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


  • U

    University of Pittsburgh

    Cloud Computing for Data Science

    Skills you'll gain: Apache Hadoop, Cloud Computing, Cloud Deployment, Apache Spark, Web Services, Cloud Technologies, Cloud Services, Virtualization and Virtual Machines, Cloud Computing Architecture, PySpark, Cloud Infrastructure, Cloud Development, Distributed Computing, Data Processing, Cloud Storage, Docker (Software), Virtualization, Containerization, Restful API, Data Architecture

    4.6 stars, 7 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (7) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    NumPy and Pandas Basics for Future Data Scientists

    Skills you'll gain: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking

    4.2 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tsinghua University

    Data Structures and Algorithms (IV)

    Skills you'll gain: Data Structures, Algorithms, Computer Programming

    2.7 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 2.7 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Building Multimodal Data Pipelines

    Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, Embeddings, Large Language Modeling, Generative AI, Data Processing, Data Pipelines, Image Analysis, Prompt Engineering, Unstructured Data, Natural Language Processing, Text Mining, Computer Vision, Vector Databases, Data Capture, Sampling (Statistics)

    Intermediate · Project · Less Than 2 Hours

    Category: New
    New
    Category: Free
    Free
  • R

    Rice University

    Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

    Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Probability Distribution, Business Analytics, Statistical Methods, Microsoft Excel, Statistical Modeling, Data Analysis, Excel Formulas, Statistical Analysis, Descriptive Analytics, Box Plots, Sampling (Statistics), Statistical Inference, Correlation Analysis, Decision Making, Variance Analysis

    4.7 stars, 2.7K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Hadoop: Analyze, Configure & Manage Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Data Infrastructure, File Systems, Data Processing, Data Storage, Java, Systems Administration, Distributed Computing, File I/O, System Configuration, File Management, Metadata Management, Computing Platforms, Linux Commands

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Process & Analyze Real-Time Data Fast

    Skills you'll gain: Real Time Data, Apache Spark, Fraud detection, PySpark, Databricks, Data Pipelines, Dashboard Creation, Dashboard, Performance Tuning, Data Processing, Internet Of Things, Data Analysis, Trend Analysis, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Redacting Confidential Data within your Pipelines in Cloud Data Fusion

    Skills you'll gain: Data Loss Prevention, Cloud Security, Personally Identifiable Information, Data Pipelines, Cloud-Based Integration, Cloud Storage, Data Security, Data Processing, Data Management, Data Transformation, Cloud Management, Data Storage Technologies, DevOps

    Advanced · Project · Less Than 2 Hours

  • G

    Google Cloud

    Troubleshooting Data Models in Looker

    Skills you'll gain: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Data Analysis, Data Visualization, Data Analysis Software, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • S

    SkillUp

    Managing Patient Data and EHR System Workflows

    Skills you'll gain: Electronic Medical Record System, Health Information Management, Patient Registration, Medical Records, Health Information Management and Medical Records, Care Coordination, Data Entry, Clinical Documentation, Electronic Medical Record, Record Keeping, Patient Safety, Patient Flow, Data Quality, Computerized Physician Order Entry, Informed Consent, Document Management, Data Cleansing, Data Validation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    How to Use The IFE-EFE Matrix for Strategic Analysis

    Skills you'll gain: Strategic Planning, Competitive Analysis, Strategic Thinking, Business Strategy, Strategic Prioritization, Strategic Decision-Making, Organizational Strategy, Performance Measurement, Performance Analysis, Analysis, Internal Auditing, Market Analysis, External Auditing, Market Opportunities, Entrepreneurship, Leadership

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Social Media Analytics, Data Visualization, Plot (Graphics), Statistical Visualization, Matplotlib, Marketing Analytics, Social Media Marketing, Python Programming, Social Media, Data Presentation, Data Analysis, Data Wrangling, Exploratory Data Analysis, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    4 stars, 40 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4 (40) · Intermediate · Guided Project · Less Than 2 Hours

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

  • Cloud Computing for Data Science: University of Pittsburgh
  • NumPy and Pandas Basics for Future Data Scientists: University of Michigan
  • Data Structures and Algorithms (IV): Tsinghua University
  • Building Multimodal Data Pipelines: DeepLearning.AI
  • Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions: Rice University
  • Hadoop: Analyze, Configure & Manage Big Data: EDUCBA
  • Process & Analyze Real-Time Data Fast: Coursera
  • Redacting Confidential Data within your Pipelines in Cloud Data Fusion: Google Cloud
  • Troubleshooting Data Models in Looker: Google Cloud
  • Managing Patient Data and EHR System Workflows: SkillUp

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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