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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
    Free
    C

    Coursera

    Use Mailchimp to Build an E-mail Marketing Campaign

    Skills you'll gain: Email Marketing, Direct Marketing, Campaign Management, Digital Marketing Tools, Marketing, Digital Marketing, Target Audience, Registration, Driving engagement, Design, Business

    4.5
    Rating, 4.5 out of 5 stars
    ·
    386 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Model Optimization, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Statistical Programming, Model Training, Statistical Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    市场营销概论 (中文版)

    Skills you'll gain: Marketing, Strategic Marketing, Brand Marketing, Branding, Marketing Strategies, Brand Management, Consumer Behaviour, Brand Strategy, Marketing Strategy and Techniques, Marketing Management, Marketing Planning, Go To Market Strategy, Marketing Psychology, Marketing Communications, Strategic Communication, Customer Insights, Market Opportunities, Customer Analysis, E-Commerce

    4.8
    Rating, 4.8 out of 5 stars
    ·
    239 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    2

    28DIGITAL

    Supervised machine learning and performance evaluation

    Skills you'll gain: Model Training, Machine Learning Methods, Predictive Modeling, Sample Size Determination, Applied Machine Learning, Machine Learning Algorithms, Model Optimization, Statistical Modeling, Probability Distribution, Machine Learning, Analytics, Data Analysis, Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Duke University

    Chimpanzee Behavior and Conservation

    Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Infant Care, Social Sciences, Data Collection, Anthropology, Human Development, Motion Arguments, Culture, Nutrition and Diet, Community Health, Life Sciences, Environment, Biology, Education and Training

    4.9
    Rating, 4.9 out of 5 stars
    ·
    286 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tel Aviv University

    Economic Growth and Distributive Justice Part I - The Role of the State

    Skills you'll gain: Social Justice, Economics, Policy, and Social Studies, Socioeconomics, Tax, Economic Development, Tax Planning, Economics, Public Policies, Tax Compliance, Ethical Standards And Conduct, Policy Analysis, Environmental Policy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    392 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Sequence Modeling, Transformers, and Transfer Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Fine-tuning, Transfer Learning, Large Language Modeling, Natural Language Processing, Generative AI, Deep Learning, Artificial Neural Networks, Generative Model Architectures, Model Training, Computer Vision

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Database Architecture and NoSQL at Scale with Deno

    Skills you'll gain: NoSQL, Database Architecture and Administration, Database Systems, Cloud Applications, Database Theory, Database Management Systems, Data Store, Database Management, Databases, PostgreSQL, Relational Databases, Database Software, SQL, Database Application, Distributed Computing, Cloud Computing Architecture, Cloud Deployment, Transaction Processing, Scalability, Development Environment

    4.2
    Rating, 4.2 out of 5 stars
    ·
    151 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI Ethics, Responsible Use, and Creativity

    Skills you'll gain: Responsible AI, Risking, Data Ethics, AI literacy, AI powered creativity, Artificial Intelligence, AI Security, Generative AI, Creativity, Ethical Standards And Conduct, Risk Management Framework, Environmental Issue, Analysis, Intellectual Property, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimizing AI Workflows and Deploying Edge Models

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Model Training, AI Workflows, Tensorflow, Dataflow, Performance Tuning, Deep Learning, Dashboard, Data Pipelines, Grafana, Artificial Neural Networks, Data Processing, Resource Utilization, Performance Analysis, Performance Metric, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Analytics Engineering with dbt

    Skills you'll gain: Data Storytelling, SQL, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard Creation, Star Schema, Dashboard, Data Modeling, Data Quality, Business Analytics, Database Design, Data Mart, Business Intelligence, Analytics, YAML, Data Pipelines, Data Transformation, Performance Tuning, Analysis

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    H

    Hebrew University of Jerusalem

    Modern Hebrew Poetry שירה עברית מודרנית

    Skills you'll gain: Language Competency, World History, Language Interpretation, Translation, and Studies, Liberal Arts, Aesthetics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    135 reviews

    Mixed · Course · 3 - 6 Months

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

  • Use Mailchimp to Build an E-mail Marketing Campaign: Coursera
  • Statistical Learning for Engineering Part 1: Northeastern University
  • 市场营销概论 (中文版): University of Pennsylvania
  • Supervised machine learning and performance evaluation: 28DIGITAL
  • Chimpanzee Behavior and Conservation: Duke University
  • Economic Growth and Distributive Justice Part I - The Role of the State: Tel Aviv University
  • Sequence Modeling, Transformers, and Transfer Learning: Packt
  • Database Architecture and NoSQL at Scale with Deno: University of Michigan
  • AI Ethics, Responsible Use, and Creativity: University of Michigan
  • Optimizing AI Workflows and Deploying Edge Models: Coursera

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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