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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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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 2

    Skills you'll gain: Fine-tuning, Collaborative Software, Large Language Modeling, Model Optimization, LLM Application, Data Management, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Data Quality, AI Workflows

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of California, Davis

    Setting Expectations & Assessing Performance Issues

    Skills you'll gain: Team Performance Management, Expectation Management, Performance Management, Key Performance Indicators (KPIs), Accountability Frameworks, Employee Coaching, Employee Performance Management, Management Training And Development, Performance Metric, Coaching, Accountability, Performance Analysis, Performance Measurement, Gap Analysis, Performance Improvement, Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
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    721 reviews

    Mixed · Course · 1 - 4 Weeks

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    U

    Universitat de Barcelona

    Oceanography: a key to better understand our world

    Skills you'll gain: Hydrology, Physical Science, Water Resources, Geospatial Information and Technology, Environmental Monitoring, Chemistry, Environment, Environmental Science, Biology, Climate Change Mitigation

    4.5
    Rating, 4.5 out of 5 stars
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    287 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Toronto

    Inclusive Analytic Techniques

    Skills you'll gain: Data Ethics, Data Collection, Quantitative Research, Qualitative Research, Data Analysis, Statistical Analysis, Analytical Skills, Analytics, Probability & Statistics, Regression Analysis, Research, Focus Group, Correlation Analysis, Diversity and Inclusion, Research Methodologies, Business Analytics, Data Synthesis, Statistical Inference, Community Outreach, Stakeholder Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    99 reviews

    Mixed · Course · 1 - 4 Weeks

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    P

    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Model Optimization, Tensorflow, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Model Training, Machine Learning, NumPy, Regression Analysis, Network Architecture

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    Databricks Machine Learning Fundamentals

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Model Training, Application Deployment, AI Workflows, Model Evaluation, Real Time Data, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning for Absolute Beginners - Level 1

    Skills you'll gain: Generative AI, Responsible AI, Large Language Modeling, Generative Model Architectures, Data Ethics, Model Training, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, AI Security, Machine Learning, AI powered creativity, Applied Machine Learning, Artificial Intelligence, Supervised Learning, AI literacy, LLM Application, Artificial Neural Networks, Unsupervised Learning, Deep Learning

    Beginner · Course · 1 - 3 Months

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    S

    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Engineering Calculations, Energy and Utilities, Mathematical Modeling, Differential Equations, Model Optimization, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    183 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Virginia

    The Kennedy Half Century

    Skills you'll gain: Public Affairs, Media and Communications, Political Sciences, Policy Analysis, Public Policies, Diplomacy, International Relations, Social Impact, Public History, Investigation

    4.7
    Rating, 4.7 out of 5 stars
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    506 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Digital Marketing Institute

    Social Media and Digital Marketing Fundamentals

    Skills you'll gain: Content Scheduling, Digital Media Strategy, Social Media Marketing, Content Marketing, Digital Marketing, Marketing, Digital Marketing Campaigns, Social Media Content, Social Media, Content Creation, Digital Content, Social Media Strategy, Digital Marketing Tools, Integrated Marketing Communications, Consumer Behaviour, Business-To-Consumer, Digital Transformation, Content Strategy, Customer Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    417 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    A

    Arizona State University

    Materials Science for Advanced Technological Applications

    Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics Engineering, Manufacturing Processes, Mechanical Engineering, Electronics, Thermal Management, Chemical Engineering, Structural Analysis, Chemistry, Failure Analysis, Physical Science, Engineering Calculations

    4.5
    Rating, 4.5 out of 5 stars
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    213 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Exploring Our Responses to Climate Change

    Skills you'll gain: Climate Change Mitigation, Climate Change Programs, Risk Management, Climate Change Adaptation, Mitigation, Risk Mitigation, Environmental Issue, Corporate Sustainability, Pollution Prevention, Persuasive Communication, Media and Communications, Community Outreach, Environmental Policy, Social Sciences, Environment, Social Impact, Water Resources, Peer Review, Scientific Methods, Energy and Utilities

    4.8
    Rating, 4.8 out of 5 stars
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    321 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • H2O ai Large Language Models (LLMs) - Level 2: H2O.ai
  • Setting Expectations & Assessing Performance Issues: University of California, Davis
  • Oceanography: a key to better understand our world: Universitat de Barcelona
  • Inclusive Analytic Techniques: University of Toronto
  • Deep Learning - Artificial Neural Networks with TensorFlow: Packt
  • Databricks Machine Learning Fundamentals: Coursera
  • Machine Learning for Absolute Beginners - Level 1: Packt
  • Applied Computational Fluid Dynamics: Siemens
  • The Kennedy Half Century: University of Virginia
  • Social Media and Digital Marketing Fundamentals: Digital Marketing Institute

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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