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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


  • Status: Free Trial
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    Packt

    CompTIA Network+ Certification (N10-008): The Total Course

    Skills you'll gain: Routing Protocols, TCP/IP, Network Troubleshooting, OSI Models, Network Switches, Data Centers, Virtual Local Area Network (VLAN), Network Protocols, Network Security, Network Routing, Computer Networking, Virtual Machines, Network Monitoring, Wide Area Networks, Virtualization, Wireless Networks, Firewall, Open Shortest Path First (OSPF), Network Model, Networking Hardware

    4.8
    Rating, 4.8 out of 5 stars
    ·
    60 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Rutgers the State University of New Jersey

    Logistics Excellence

    Skills you'll gain: Logistics, Logistics Management, Warehouse Management, Supply Chain Management, Supply Chain, Transportation Management, Supply Chain Systems, Inventory and Warehousing, Order Fulfillment, Relationship Management, Supplier Relationship Management, Cash Flows, Complex Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Model Evaluation, Data Preprocessing, JUnit, Build Tools, Java Programming, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    F

    Fudan University

    网络游戏设计与开发

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Intellectual Property, Mobile Development, Cloud Deployment, Animation and Game Design, User Interface (UI), Android (Operating System), C# (Programming Language), Conceptual Design, 3D Assets, Systems Design, Cross Platform Development, Software Design, Design, Animations, Computer Graphics, Performance Tuning, Data Analysis Software

    4.2
    Rating, 4.2 out of 5 stars
    ·
    172 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Building an Ecosystem model with Insight Maker

    Skills you'll gain: Simulation and Simulation Software, Systems Thinking, Data Sharing, Data Modeling, Systems Design, Mathematical Modeling, Interactive Data Visualization, Biology, Environment, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    209 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Machine Learning Algorithms, Data Wrangling, Deep Learning, Artificial Intelligence, Cloud Security, Amazon Elastic Compute Cloud, Embeddings, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Data Security, Amazon S3, Data Governance, Governance, Encryption, Public Cloud

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Python Basics: Create a Guessing Number Game from Scratch

    Skills you'll gain: Game Design, Programming Principles, Python Programming, Scripting, Computer Programming, Scripting Languages, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
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    125 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    S

    S.P. Jain Institute of Management and Research

    Marketing Management

    Skills you'll gain: Product Strategy, Marketing Management, Target Market, Consumer Behaviour, Product Lifecycle Management, Strategic Marketing, Brand Strategy, Marketing Strategies, Marketing Communications, Market Share, Integrated Marketing Communications, Marketing Channel, Competitive Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Regression Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Web Analytics & Reporting

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Effectiveness, Marketing Analytics, Content Performance Analysis, Web Analytics and SEO, Looker (Software), Google Ads, Data Visualization, Data Visualization Software, Marketing Automation, Customer Insights, Campaign Management, Data-Driven Decision-Making, Business Reporting, Performance Reporting, Trend Analysis, Data Validation, Statistical Analysis, Key Performance Indicators (KPIs)

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular exploratory data analysis courses

  • CompTIA Network+ Certification (N10-008): The Total Course: Packt
  • Logistics Excellence: Rutgers the State University of New Jersey
  • Level Up: Java-Powered Machine Learning: Coursera
  • 网络游戏设计与开发: Fudan University
  • Building an Ecosystem model with Insight Maker: Coursera
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Python Basics: Create a Guessing Number Game from Scratch: Coursera
  • Marketing Management: S.P. Jain Institute of Management and Research
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Introduction to Transformer Models for NLP: Unit 1: Pearson

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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