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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


  • C

    Coursera

    Deep Learning with PyTorch : Object Localization

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Fine-tuning, Image Analysis, Convolutional Neural Networks, Computer Vision, Transfer Learning, Model Evaluation, Deep Learning, Data Preprocessing

    4.6 stars, 49 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • E

    EDUCBA

    Banking, Credit & Risk Management

    Skills you'll gain: Loan Documentation, Lending and Underwriting, Commercial Banking, General Lending, Banking Services, Credit Risk, Deposit Accounts, Consumer Lending, Banking, Commercial Lending, Loans, Analysis, Financial Statements, Working Capital, Reconciliation, Finance, Cash Flows, Risk Management, Accounting, Research

    5 stars, 20 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (20) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Financial Reporting with Tableau: Parameters & Filters

    Skills you'll gain: Dashboard, Dashboard Creation, Tableau Software, Interactive Data Visualization, Financial Reporting, Financial Data, Business Reporting, Financial Statements, Business Intelligence, Financial Acumen, Financial Analysis, Data Visualization Software, Performance Analysis, Key Performance Indicators (KPIs)

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

    4.7 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Machine Learning

    4.5 stars, 33 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Model Training, Deep Learning, Artificial Neural Networks, Tensorflow, Feature Engineering, Predictive Modeling, Data Cleansing, Machine Learning, Real Estate, Python Programming

    4.4 stars, 23 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (23) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning - Anomaly Detection via PyCaret

    Skills you'll gain: Model Deployment, Anomaly Detection, Model Training, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Scientific Visualization, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Analysis, Data Preprocessing, Machine Learning, Development Environment

    3.8 stars, 18 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.8 (18) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    4.9 stars, 9 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (9) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Virginia

    Design Thinking

    Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Journey Mapping, Human Centered Design, Stakeholder Engagement, Design Research, Project Scoping, Planning, Persona Development, Design Strategies, Project Planning, Value Engineering, Product Development, Strategic Thinking, Creativity

    4.6 stars, 301 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (301) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Improvement Techniques and Control Tools

    Skills you'll gain: Lean Methodologies, Process Improvement, Quality Improvement, Lean Manufacturing, Lean Six Sigma, Process Improvement and Optimization, Statistical Process Controls, Continuous Improvement Process, Process Optimization, Six Sigma Methodology, Quality Control, Quality Monitoring, Employee Training, Operational Efficiency, Waste Minimization, Training Programs

    4.6 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (13) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad de Palermo

    Habilidades de Gestión del Talento

    Skills you'll gain: Negotiation, Game Theory, Social Skills, Decision Making, Conflict Management, Relationship Building, Team Performance Management, Strategic Decision-Making, Team Leadership, Interpersonal Communications, Leadership Studies, Verbal Communication Skills, Communication Strategies, Organizational Leadership, Leadership Development, Leadership, Emotional Intelligence, Case Studies, Coordinating, Coordination

    4.9 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Performance & Culture Alignment

    Skills you'll gain: Delegation Skills, Responsible AI, Culture Transformation, Team Performance Management, Organizational Development, Prompt Engineering, People Analytics, Empowerment, Performance Management, AI literacy, Microsoft Copilot, Executive Presence, Management Training And Development, Performance Measurement, Organizational Change, Microsoft Teams, Employee Coaching, Goal Setting, Microsoft Development Tools, Microsoft Visio

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Deep Learning with PyTorch : Object Localization: Coursera
  • Banking, Credit & Risk Management: EDUCBA
  • Financial Reporting with Tableau: Parameters & Filters: Coursera
  • Machine Teaching for Autonomous AI: University of Washington
  • Build and deploy a stroke prediction model using R: Coursera
  • Deep Learning for Real Estate Price Prediction: Coursera
  • Machine Learning - Anomaly Detection via PyCaret: Coursera
  • Machine Learning in Retail: Coursera
  • Design Thinking: University of Virginia
  • Improvement Techniques and Control Tools: SkillUp

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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