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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


  • S

    SAS

    SAS Advanced Programmer

    Skills you'll gain: SQL, SAS (Software), Case Studies, Database Management, Query Languages, Data Access, Database Management Systems, Data Processing, Data Presentation, Perl (Programming Language), Business, Statistical Programming, Data Wrangling, Data Integration, Data Structures, Data Management, Data Manipulation, Data Transformation, Code Reusability, Software Documentation

    4.8 stars, 410 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.8 (410) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Washington

    Machine Learning: Regression

    Skills you'll gain: Regression Analysis, Model Evaluation, Predictive Modeling, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Model Training, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Feature Engineering, Machine Learning, Data Preprocessing, Model Optimization, Statistical Methods

    4.8 stars, 5.6K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (5.6K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Build an AI-Powered Document Summarizer & Q&A System

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Token Optimization, Embeddings, Generative Model Architectures, Generative AI, LLM Application, Model Deployment, Data Processing, Text Mining, Model Evaluation, Unstructured Data, Large Language Modeling, Model Training, Data Preprocessing, Vector Databases, API Design, Metadata Management, Docker (Software), Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Deep Learning and Modern AI Architectures

    Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Build Multi-Agent Systems with AutoGen for Beginners

    Skills you'll gain: AI Workflows, AI Orchestration, Generative AI Agents, Agentic Workflows, Agentic systems, LLM Application, Large Language Modeling, Artificial Intelligence, AI Personalization, Automation, Context Management, Memory Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Experimental Design Basics

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Statistical Analysis, Science and Research, Statistical Methods, Scientific Methods, Data Analysis Software, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Software, Mathematical Software, Design Strategies, Probability & Statistics, Descriptive Statistics, Variance Analysis

    4.7 stars, 317 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Analytics, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Hypothesis Testing, Statistical Analysis, Probability Distribution

    4.6 stars, 238 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • S

    Simplilearn

    Master LangGraph Agents for Enterprise Automation Training

    Skills you'll gain: LangGraph, AI Orchestration, Agentic Workflows, Workflow Management, LLM Application, Prompt Engineering, Prompt Patterns, Process Optimization, Generative AI Agents, Large Language Modeling, Process Driven Development, Business Process Automation, Operational Efficiency, Agentic systems, Automation, Context Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Introduction to Neurohacking In R

    Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Image Analysis, Data Manipulation, R (Software), Neurology, R Programming, Radiology, Image Quality, Data Processing, Software Visualization, Scientific Visualization, Data Preprocessing, Data Transformation, Data Import/Export, Package and Software Management

    4.6 stars, 316 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (316) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Use AI as a Creative or Expert Partner

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI powered creativity, Generative AI Agents, AI Personalization, LLM Application, Agentic Workflows, Ideation, Scenario Testing, Solution Design, Software Versioning

    4.8 stars, 2.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Training

    4.2 stars, 34 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.2 (34) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • S

    Scrimba

    Build AI Apps with ChatGPT, Dall-E, and GPT-4

    Skills you'll gain: Prompt Engineering, OpenAI API, Multimodal Prompts, Application Deployment, ChatGPT, AI Integrations, OpenAI, AI Security, Serverless Computing, Model Deployment, LLM Application, Responsible AI, Application Programming Interface (API), Generative AI, Web Applications, Frontend Integration, Web Development Tools, Real Time Data

    4.7 stars, 1.8K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (1.8K) · 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

  • SAS Advanced Programmer: SAS
  • Machine Learning: Regression: University of Washington
  • Build an AI-Powered Document Summarizer & Q&A System: Board Infinity
  • Deep Learning and Modern AI Architectures: Coursera
  • Build Multi-Agent Systems with AutoGen for Beginners: Simplilearn
  • Experimental Design Basics: Arizona State University
  • Business Analytics: Campus BBVA
  • Master LangGraph Agents for Enterprise Automation Training: Simplilearn
  • Introduction to Neurohacking In R: Johns Hopkins University
  • Use AI as a Creative or Expert Partner: Google

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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