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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

    Natural Language Processing in Microsoft Azure

    Skills you'll gain: Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Automation, Application Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Tensorflow, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining, Image Analysis

    3.7
    Rating, 3.7 out of 5 stars
    ·
    64 reviews

    Intermediate · Specialization · 3 - 6 Months

  • M

    MathWorks

    Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Visualization, Data Synthesis, Performance Tuning, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Digital Signal Processing, Data Transformation, Model Evaluation, Time Series Analysis and Forecasting, Data Pipelines, Data Manipulation, Data Wrangling, System Design and Implementation, NumPy

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Statements: Analyze and Apply Key Ratios

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Analysis, Balance Sheet, Financial Data, Spreadsheet Software, Income Statement, Gross Profit, Case Studies, Business Metrics, Performance Analysis, Cash Flows, Annual Reports, Key Performance Indicators (KPIs), Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Fundamentals of Analytics Engineering

    Skills you'll gain: Data Modeling, Data Transformation, Data Engineering, Dashboard, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Business Intelligence, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Scalability, Cloud Infrastructure, SQL

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Lean Six Sigma - Yellow Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Lean Manufacturing, Continuous Improvement Process, Data-Driven Decision-Making, Process Analysis, Business Analysis, Benchmarking, Root Cause Analysis, Stakeholder Management, Project Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, No-Code Development, Data Transformation, Data Literacy, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    771 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnKartS

    Project Management Tracker in Excel with Automation

    Skills you'll gain: Work Breakdown Structure, Project Closure, Project Management, Scope Management, Cost Management, Version Control, Dashboard, Microsoft Excel, Project Schedules, Project Planning, Excel Formulas, Resource Allocation, Risk Management, Time Management, Business Reporting, Resource Planning, Automation, Data Visualization, Data Analysis, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Capstone Project_AI Marketing Specalist

    Skills you'll gain: Paid media, Content Performance Analysis, Cross-Channel Marketing, Campaign Management, Marketing Strategies, Business Marketing, Marketing Automation, Social Media Campaigns, Search Engine Optimization, Email Marketing, Social Media Marketing, Project Management, Content Marketing, Business Communication, Social Media Strategy, Analytics, Business Strategy, Professional Development, Data Analysis, Quality Assurance

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Drive KPI Reviews

    Skills you'll gain: Dashboard, Key Performance Indicators (KPIs), Performance Measurement, Business Intelligence, Tableau Software, Performance Analysis, Performance Review, Gap Analysis, Business Metrics, Data-Driven Decision-Making, Data Presentation, Performance Improvement, Business Analytics, Performance Management, Business Analysis, Data Analysis, Accountability, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Transfer Learning, Tensorflow, Google Cloud Platform, Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Feature Engineering, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    540 reviews

    Advanced · Course · 1 - 3 Months

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

  • Natural Language Processing in Microsoft Azure: Microsoft
  • Learn Generative AI with LLMs: Edureka
  • Deep Learning for Computer Vision: MathWorks
  • Transform Audio: Extract Features & Augment Models: Coursera
  • Financial Statements: Analyze and Apply Key Ratios: Coursera
  • Fundamentals of Analytics Engineering: Packt
  • Lean Six Sigma - Yellow Belt: Packt
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • Project Management Tracker in Excel with Automation: LearnKartS
  • Capstone Project_AI Marketing Specalist: 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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