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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


  • B

    Board Infinity

    Java in Machine Learning

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, CI/CD, Java, Java Programming, Machine Learning Software, Jenkins, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

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

    S.P. Jain Institute of Management and Research

    Consumer Behavior

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Surveys, Qualitative Research, Market Research, Marketing, Customer Analysis, Business-To-Consumer, Customer Insights, Behavioral Economics, Marketing Strategies, Research, Research Methodologies, Research Design, Digital Transformation, Business Ethics, Decision Making, Persuasive Communication, Influencing, Sociology

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • L

    L&T EduTech

    Petroleum Engineering with AI Applications

    Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Energy and Utilities, Safety Assurance, Safety Training, Environment and Resource Management, Environmental Regulations, Environment Health And Safety, Environmental Science, Environmental Engineering and Restoration, Big Data, Process Engineering, Chemical Engineering, Environmental Engineering, Data Management, Pump Stations, Environmental Issue

    4.6 stars, 242 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (242) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    ML Model Training & Validation

    Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing

    4.2 stars, 6 reviews, Intermediate, Specialization, 1 - 4 Weeks

    ★ 4.2 (6) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Security+ 701 - Hands-On Cybersecurity Lab Series

    Skills you'll gain: Open Web Application Security Project (OWASP), Metasploit, Penetration Testing, Vulnerability Assessments, Exploit development, Vulnerability Scanning, Cyber Security Assessment, Bash (Scripting Language), Exploitation techniques, Security Testing, Command-Line Interface, Cyber Operations, Scripting, Linux, Linux Commands, Cybersecurity, Cyber Threat Hunting, Threat Detection, Network Security, Unix Commands

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Virginia

    Cost and Economics in Pricing Strategy

    Skills you'll gain: Market Dynamics, Revenue Management, Cost Accounting, Supply And Demand, Economics, Demand Planning, Cost Benefit Analysis, Consumer Behaviour, Marketing Channel, Regression Analysis

    4.8 stars, 696 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (696) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Visualize Supermarket Sales with Kibana

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, Data Presentation, Kibana, Data Analysis, Data Visualization Software, Analysis, Exploratory Data Analysis, Trend Analysis, Retail Sales, Decision Making, Sales, Data Import/Export, System Configuration

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, Prompt Patterns, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Token Optimization, Generative Model Architectures, AI Integrations, Fine-tuning, Embeddings, Data Pipelines, Containerization, Restful API, Docker (Software)

    1.6 stars, 8 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 1.6 (8) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Customer Relationship Management

    Skills you'll gain: Loyalty Programs, Customer Relationship Management (CRM) Software, Customer Relationship Building, Brand Loyalty, Customer Analysis, Customer Retention, Relationship Management, Customer Success Management, Sales Management, Marketing Automation, Marketing Strategies, Target Audience, Data-Driven Marketing, Business Development, Performance Management, Performance Measurement, Data-Driven Decision-Making

    4.6 stars, 289 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (289) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    ChatGPT for Project Management

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Responsible AI, AI Security, AI Enablement, Risking, Project Management, LLM Application, Generative AI, Generative AI Agents, Workflow Management, Artificial Intelligence, Decision Intelligence, Project Planning, Project Documentation, Risk Management, Team Management, Decision Making, Data Analysis

    Beginner · 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

  • Java in Machine Learning: Board Infinity
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Consumer Behavior: S.P. Jain Institute of Management and Research
  • Petroleum Engineering with AI Applications: L&T EduTech
  • ML Model Training & Validation: Coursera
  • Introduction to Transformer Models for NLP: Pearson
  • Security+ 701 - Hands-On Cybersecurity Lab Series: Packt
  • Cost and Economics in Pricing Strategy: University of Virginia
  • Visualize Supermarket Sales with Kibana: EDUCBA
  • Building LLMs with Hugging Face and LangChain: Edureka

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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