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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

    Profit Analysis using Economic Value Added

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Return On Investment, Profit and Loss (P&L) Management, Financial Modeling, Performance Metric, Accounting, Finance, Operating Expense, Investments

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Python Case Study - Sentiment Analysis

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Text Mining, Scikit Learn (Machine Learning Library), Data Manipulation, Data Cleansing, Python Programming, Analysis, Pandas (Python Package), Development Environment, Software Development Tools, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Model Evaluation, Recurrent Neural Networks (RNNs), Classification Algorithms, Data Ethics, Responsible AI, Text Mining, Transfer Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Embeddings, Machine Learning, Data Analysis, Data Cleansing

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    The Data Scientist’s Toolbox

    Skills you'll gain: Rmarkdown, Version Control, Data Science, R (Software), GitHub, Data Literacy, Data Analysis, R Programming, Statistical Programming, Exploratory Data Analysis, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    AI-Powered Business Analysis: Excel, KPIs & GenAI

    Skills you'll gain: Excel Macros, Key Performance Indicators (KPIs), Prompt Engineering, Data Storytelling, Performance Measurement, Regression Analysis, Business Metrics, Continuous Improvement Process, Performance Analysis, Business Process Improvement, Performance Metric, Performance Improvement, Responsible AI, ChatGPT, Microsoft Excel, Generative AI, Data Visualization, Business Analysis, Statistical Analysis, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    426 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze Markets Using Technical Analysis & Chart Patterns

    Skills you'll gain: Market Data, Data Validation, Consolidation, Risk Management

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Cost Benefit Analysis, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Cash Flows, Balance Sheet, Microsoft Excel, Financial Management, Investment Management, Financial Forecasting, Case Studies, Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    509 reviews

    Beginner · Specialization · 3 - 6 Months

  • B

    Board Infinity

    Master Financial Analysis: AI-Driven Modeling & Forecasting

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Modeling, Financial Analysis, Working Capital, Business Valuation, Financial Forecasting, Dashboard, Feature Engineering, Model Evaluation, Applied Machine Learning, Income Statement, Forecasting, Real Time Data, Machine Learning, Power BI, Extract, Transform, Load, Tableau Software, Financial Data, Finance

    Beginner · Specialization · 1 - 3 Months

  • L

    L&T EduTech

    Power System Modelling and Fault Analysis

    Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Electrical Engineering, Systems Analysis, Engineering Analysis, Mathematical Modeling, Simulation and Simulation Software, Simulations, Network Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    UiPath

    Automation Business Analysis - Concepts and Principles

    Skills you'll gain: Requirements Management, Robotic Process Automation, Requirements Elicitation, Business Process Automation, Requirements Analysis, Business Requirements, Stakeholder Engagement, Business Analysis, Automation, Business Process, Process Analysis, Stakeholder Management, Stakeholder Communications, Project Scoping, Process Mapping, Business Strategy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Build Data Tables

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Data Analytics for Marketing

    Skills you'll gain: Marketing Analytics, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Analytics, Market Research, Statistical Analysis, Predictive Analytics, Digital Advertising, Exploratory Data Analysis, Data Transformation

    Intermediate · Course · 3 - 6 Months

1…525354…834

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

  • Profit Analysis using Economic Value Added: Coursera
  • Python Case Study - Sentiment Analysis: EDUCBA
  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • The Data Scientist’s Toolbox: Johns Hopkins University
  • AI-Powered Business Analysis: Excel, KPIs & GenAI: Coursera
  • Analyze Markets Using Technical Analysis & Chart Patterns: EDUCBA
  • Valuation and Financial Analysis For Startups: Yonsei University
  • Master Financial Analysis: AI-Driven Modeling & Forecasting: Board Infinity
  • Power System Modelling and Fault Analysis: L&T EduTech
  • Automation Business Analysis - Concepts and Principles: UiPath

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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