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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: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Housing Finance and Property Valuation

    Skills you'll gain: Mortgage Loans, Real Estate, Financial Statement Analysis, Financial Modeling, Lending and Underwriting, Loan Documentation, Financial Analysis, Property and Real Estate, Commercial Real Estate, Real Estate Transactions, Property Management, Investments, Finance, Banking, Revenue Forecasting, Asset Management, Analysis, Forecasting, Environment, Registration

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Entrepreneurship: Launching an Innovative Business

    Skills you'll gain: Customer Analysis, Value Propositions, Closing (Sales), Entrepreneurial Finance, Entrepreneurship, Business Planning, Ideation, Sales Strategy, Sales Pipelines, Innovation, Customer Insights, Risk Management, Risk Analysis, Proposal Development, New Product Development, Sales Presentations, Business Modeling, Strategic Thinking, Market Analysis, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management, Model Training, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Data Visualization, Model Optimization, Pandas (Python Package), Data Manipulation, Data Transformation, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Planning a Generative AI Project

    Skills you'll gain: Generative AI, Generative Model Architectures, AI Product Strategy, AI Enablement, Risking, Communication

    4.5
    Rating, 4.5 out of 5 stars
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    163 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.3
    Rating, 4.3 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    AI Security

    Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Data Ethics, Generative AI, LLM Application, Large Language Modeling, Generative Model Architectures, Prompt Patterns, Threat Modeling, Security Testing, Cybersecurity, IT Security Architecture, Artificial Intelligence, Machine Learning, Security Management, MLOps (Machine Learning Operations), Agentic systems, Ethical Standards And Conduct

    4.2
    Rating, 4.2 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    Duke University

    MLOps Tools: MLflow and Hugging Face

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Hugging Face, Containerization, CI/CD, Docker (Software), Microsoft Azure, Continuous Deployment, Cloud Computing, Machine Learning Software, GitHub

    3.8
    Rating, 3.8 out of 5 stars
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    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    M

    Microsoft

    Problem & Conflict Resolution

    Skills you'll gain: Mediation, Customer Complaint Resolution, Root Cause Analysis, Conflict Management, Discussion Facilitation, Solution Design, AI literacy, Professionalism, Service Improvement, Customer Service, Customer experience improvement, Problem Management, Service Design, Quality Improvement, Problem Solving, AI Enablement, Customer Analysis, Customer Insights, Customer Success Management, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Facebook Content Creator Pro

    Skills you'll gain: Content Performance Analysis, Video Production, Content Scheduling, Meta Ads Manager, Writing, Social Media Analytics, Canva (Software), Facebook, Content Creation, Storytelling, Data-Driven Marketing, Copywriting, Online Advertising, Videography, Persona Development, Photography, Marketing Analytics, Social Media, Content Strategy, ChatGPT

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Rural Marketing, Branding and Product Launch

    Skills you'll gain: Product Development, Market Opportunities, Market Research, Target Market, Communication Planning, Field Marketing, Consumer Behaviour, Product Marketing, Brand Marketing, Marketing Channel, Customer Analysis, Customer Insights, Market Analysis, Retail Management, Brand Management, Market Intelligence, Retail Sales, Marketing Analytics, Sales Strategy, Payment Systems

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    IBM

    데이터 과학이란 무엇인가?

    Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data Strategy, Data-Driven Decision-Making, Data Analysis, Business Analytics, Big Data, Digital Transformation, Analytics, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Housing Finance and Property Valuation: EDUCBA
  • Entrepreneurship: Launching an Innovative Business: University of Maryland, College Park
  • Capstone Project: Predicting Safety Stock: LearnQuest
  • Planning a Generative AI Project: Amazon Web Services
  • Generative AI and Large Language Models: Coursera
  • AI Security: Edureka
  • MLOps Tools: MLflow and Hugging Face: Duke University
  • Predictive Analytics for Business with H2O in R: Coursera
  • Problem & Conflict Resolution: Microsoft
  • Facebook Content Creator Pro: 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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