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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


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    Starweaver

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Scientific Visualization, Data Visualization, Simulation and Simulation Software, Data Visualization Software, Mathematical Modeling, Data Analysis, Engineering Analysis, Mathematical Software, Programming Principles, Data Structures, Computer Programming, Debugging

    4.1
    Rating, 4.1 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 4 Weeks

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    Splunk Inc.

    Splunk Search Expert 102

    Skills you'll gain: Splunk, Data Transformation, Data Manipulation, Data Analysis Expressions (DAX), Statistical Analysis, Data Processing, Data Synthesis, Time Series Analysis and Forecasting, Real Time Data, Data Analysis, Big Data, Data Science, Business Analytics, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced AWS Infrastructure & Cost Management

    Skills you'll gain: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Hosting, Virtual Networking, Hybrid Cloud Computing, Private Cloud, Network Routing, Network Infrastructure

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Gemini Enterprise 简介

    Skills you'll gain: Google Gemini, Authorization (Computing), AI Workflows, Application Deployment, Google Cloud Platform, Enterprise Security, Data Security, Large Language Modeling, Cloud Security, Data Integration, Business Analytics

    Beginner · Course · 1 - 3 Months

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    Coursera

    AI Keyword Research & Intent

    Skills you'll gain: Keyword Research, Research, Search Engine Optimization, Search Engine Marketing, User Research, Content Strategy, Web Analytics and SEO, AI Product Strategy, Content Creation

    Beginner · Course · 1 - 4 Weeks

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    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Life Sciences, Biostatistics, Molecular Biology, Informatics, Biology, Computational Thinking, Machine Learning Algorithms, Data Analysis Software, Statistical Analysis, Data Processing

    4.4
    Rating, 4.4 out of 5 stars
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    283 reviews

    Mixed · Course · 3 - 6 Months

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    EDUCBA

    Master Lease Accounting: Analyze, Classify & Apply Standards

    Skills you'll gain: Lease Contracts, International Financial Reporting Standards, Revenue Recognition, Generally Accepted Accounting Principles (GAAP), Accounting, Financial Accounting, Balance Sheet, Financial Reporting, Asset Management, Cash Flows

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Matrix Methods

    Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Numerical Analysis, Statistical Methods, Regression Analysis, Mathematical Modeling, Applied Mathematics, Solution Design, Applied Machine Learning, Data Manipulation, Algorithms, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    249 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Business Analytics Executive Overview

    Skills you'll gain: Business Analytics, Analytics, Data Analysis, Business Intelligence, Analytical Skills, Business Analysis, Advanced Analytics, Data-Driven Decision-Making, Trend Analysis, Predictive Analytics, Data Strategy, Data Warehousing, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    282 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Model Checking with SAT and SMT

    Skills you'll gain: Graph Theory, Model Evaluation, Arithmetic

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Secure AI Model Deployments & Lifecycles

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Security, Cloud Deployment, DevOps, CI/CD, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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

  • Matlab and Simulink Basics : Starweaver
  • Splunk Search Expert 102: Splunk Inc.
  • Design & Secure LLM APIs for Scalability: Coursera
  • Advanced AWS Infrastructure & Cost Management: Packt
  • Gemini Enterprise 简介: Google Cloud
  • AI Keyword Research & Intent: Coursera
  • Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
  • Master Lease Accounting: Analyze, Classify & Apply Standards: EDUCBA
  • Matrix Methods: University of Minnesota
  • Business Analytics Executive Overview: 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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