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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


  • M

    Microsoft

    Crafting User-First Product Experiences in the AI Era

    Skills you'll gain: Competitive Analysis, Market Research, User Story, Competitive Intelligence, User Interface and User Experience (UI/UX) Design, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, UI/UX Strategy, New Product Development, Product Management, Product Lifecycle Management, Design Thinking, Product Roadmaps, Data Ethics, Law, Regulation, and Compliance, Responsible AI, Data Governance

    4.5 stars, 406 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (406) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Decision Intelligence, Data Transformation, Machine Learning Methods, Model Training, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation, Performance Measurement

    4.3 stars, 34 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (34) · Beginner · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Advanced Analytics with Power BI

    Skills you'll gain: Dashboard Creation, Business Reporting, Business Intelligence Software, Data Import/Export, Data-Driven Decision-Making, Model Optimization

    4.7 stars, 47 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (47) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Marketing Management, Data Preprocessing, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6 stars, 212 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (212) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, AI Personalization, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Machine Learning Methods, Innovation, Algorithms, Data Preprocessing, Unsupervised Learning, Applied Machine Learning, Performance Tuning

    4.3 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (44) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Website Visitors with Google Analytics Segments

    Skills you'll gain: Google Analytics, Web Analytics, Data Import/Export, Customer Analysis, Marketing Analytics, Customer Insights, Conversion Funnel Analysis, Analysis, Marketing

    4.5 stars, 127 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (127) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • G

    Google

    The Importance of Integrity

    Skills you'll gain: Statistical Methods, Sample Size Determination, Statistical Hypothesis Testing, Data Preprocessing, Record Keeping

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Introduction to Google SEO

    Skills you'll gain: Search Engine Optimization, Persona Development, Web Analytics and SEO, Content Optimization, Target Audience, Branding, Target Market, Digital Marketing, Consumer Behaviour, User Research, Algorithms, Data Analysis, Business Reporting

    4.6 stars, 10K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (10K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Decoding AI: A Deep Dive into AI Models and Predictions

    Skills you'll gain: Generative AI, Model Evaluation, AI literacy, Data Ethics, Data Analysis, Data-Driven Decision-Making, Model Training, Responsible AI, Data Literacy, Discussion Facilitation, Artificial Intelligence, Big Data, Predictive Modeling, Machine Learning, Social Impact, Diversity Awareness

    4.7 stars, 29 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (29) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidade de São Paulo

    Redes Ecológicas

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graphing, Graph Theory, Exploratory Data Analysis, Environmental Science, R (Software), Data Analysis, Descriptive Statistics, R Programming, Data Science

    5 stars, 37 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (37) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • K

    Karlsruhe Institute of Technology

    Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Artificial Neural Networks, Deep Learning, Statistical Machine Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Recurrent Neural Networks (RNNs), Language Interpretation, Translation, and Studies, Machine Learning Methods, Statistical Modeling, Multilingualism, Vocabulary

    4.5 stars, 185 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (185) · Intermediate · Course · 1 - 3 Months

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

  • Crafting User-First Product Experiences in the AI Era: Microsoft
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • Advanced Analytics with Power BI: Edureka
  • Generative AI's Applications in Marketing Analytics: Edureka
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Basic Recommender Systems: 28DIGITAL
  • Analyze Website Visitors with Google Analytics Segments: Coursera
  • The Importance of Integrity: Google
  • Introduction to Google SEO: University of California, Davis
  • Decoding AI: A Deep Dive into AI Models and Predictions: University of Michigan

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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