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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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    EDUCBA

    Forensic Accounting: Detect, Investigate & Prevent Fraud

    Skills you'll gain: Investigation, Fraud detection, Auditing, Litigation Support, Accounting, Report Writing, Due Diligence, Employee Training, Internal Controls, Risk Analysis, International Finance, Compliance Training, Analytical Skills

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Case-Based Frameworks for Mastering Management Consulting

    Skills you'll gain: Consulting, Management Consulting, Mergers & Acquisitions, Growth Strategies, Due Diligence, Strategic Thinking, Financial Analysis, Business Strategy, Competitive Analysis, Business Solutions, Case Studies, Business Analysis, Market Analysis, Product Strategy

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Create a Simple Gantt Chart using Google Sheets

    Skills you'll gain: Timelines, Project Schedules, Google Sheets, Scheduling, Data Visualization, Spreadsheet Software, Project Management

    4.5
    Rating, 4.5 out of 5 stars
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    72 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    École Polytechnique

    Optique non-linéaire

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Engineering Calculations, Advanced Mathematics, Materials science, Physics, Differential Equations, Mathematical Modeling, Applied Mathematics, Laboratory Research, Experimentation

    4.7
    Rating, 4.7 out of 5 stars
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    56 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Personality Development & Self Growth

    Skills you'll gain: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Growth Mindedness, Lifelong Learning, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Social Sciences, Emotional Intelligence, Cultural Diversity

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Amazon CloudWatch, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Amazon Web Services

    Integrating AWS with the SDK

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon DynamoDB, Amazon S3, Amazon Elastic Compute Cloud, API Gateway, Serverless Computing, Cloud API, Amazon Web Services, Authentications, Authorization (Computing), NoSQL, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    3D Reconstruction - Multiple Viewpoints

    Skills you'll gain: Image Analysis, Computer Graphics, 3D Modeling, Virtual Reality, Computer Vision, Visualization (Computer Graphics), Mathematical Modeling, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 3 Months

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    Snowflake

    Introduction to Generative AI with Snowflake

    Skills you'll gain: Prompt Engineering, Generative AI, LLM Application, Large Language Modeling, Model Deployment, Unstructured Data, Application Development, Transfer Learning, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    How to Analyze Tweet Engagement with Twitter Analytics

    Skills you'll gain: Social Media Marketing, Social Media, Key Performance Indicators (KPIs), Social Media Content, Brand Awareness, Marketing Analytics, Social Media Campaigns, Digital Advertising, Customer Engagement, Advertising, Market Analysis, Performance Analysis, Analysis, Digital Marketing, Marketing Communications

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Hebrew University of Jerusalem

    Invitation to Mathematics הזמנה למתמטיקה

    Skills you'll gain: Calculus, Advanced Mathematics, Integral Calculus, Trigonometry, Mathematical Theory & Analysis, Geometry, Algebra, Applied Mathematics, Derivatives

    4.4
    Rating, 4.4 out of 5 stars
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    71 reviews

    Mixed · Course · 1 - 3 Months

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

  • Forensic Accounting: Detect, Investigate & Prevent Fraud: EDUCBA
  • Advanced AI and Machine Learning Techniques and Capstone: Microsoft
  • Case-Based Frameworks for Mastering Management Consulting: Board Infinity
  • Create a Simple Gantt Chart using Google Sheets: Coursera
  • Optique non-linéaire: École Polytechnique
  • Personality Development & Self Growth: EDUCBA
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Integrating AWS with the SDK: Amazon Web Services
  • 3D Reconstruction - Multiple Viewpoints: Columbia University
  • Introduction to Generative AI with Snowflake: Snowflake

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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