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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.

Popular Big Data Courses and Certifications


  • P

    Packt

    Mastering NLP: Foundations, ML & LLMs

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • 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
    Rating, 4.8 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Machine Learning Foundations for Product Managers

    Skills you'll gain: Deep Learning, Model Evaluation, Unsupervised Learning, Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Decision Tree Learning, Model Training, Computer Vision, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Natural Language Processing, Data Science, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    810 reviews

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    Google Cloud SQL: Design, Deploy & Optimize Databases

    Skills you'll gain: Database Administration, Database Management, Relational Databases, SQL, Google Cloud Platform, Operational Databases, Database Design, Database Architecture and Administration, MySQL, Database Management Systems, System Configuration, Data Migration, Cloud Deployment, Database Software, Network Administration, Data Maintenance, Security Controls, Data Import/Export, Data Storage, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Interactive Sales Dashboards in Excel

    Skills you'll gain: Dashboard, Dashboard Creation, Performance Analysis, Microsoft Excel, Trend Analysis, Forecasting, Performance Metric, Business Reporting, Data Visualization, Predictive Modeling, Excel Macros, Statistical Analysis, Excel Formulas, Business Modeling, Analysis, Probability & Statistics, Business Analysis

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Building LLM Powered Applications

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science

    Beginner · Course · 3 - 6 Months

  • M

    Microsoft

    Microsoft Azure AI Fundamentals AI-900 Exam Prep

    Skills you'll gain: Responsible AI, Image Analysis, Anomaly Detection, Text Mining, Unsupervised Learning, Microsoft Azure, Data Ethics, Natural Language Processing, AI Workflows, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Machine Learning, Machine Learning Software, AI literacy, Model Training, Regression Analysis, No-Code Development, Predictive Modeling, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Deploy and Maintain Power BI Assets and Capstone project

    Skills you'll gain: Power BI, Dashboard, Dashboard Creation, SQL, Data Security, Data Analysis, Data Modeling, Data Management, Role-Based Access Control (RBAC), Data Sharing, Security Controls, Data Access

    4.4
    Rating, 4.4 out of 5 stars
    ·
    303 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Improving your statistical inferences

    Skills you'll gain: Statistical Inference, Scientific Methods, Statistical Hypothesis Testing, Quantitative Research, Bayesian Statistics, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Sample Size Determination, Research, Data Literacy, General Science and Research, Data Sharing, Probability Distribution

    4.9
    Rating, 4.9 out of 5 stars
    ·
    802 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Building, Optimizing, and Validating Machine Learning Models

    Skills you'll gain: Model Training, Model Optimization, Model Evaluation, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Feature Engineering, Workflow Management, Verification And Validation, Machine Learning, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Benchmarking, Random Forest Algorithm, Performance Analysis, Cost Management, Resource Utilization

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Build Dynamic Sales Dashboards in Excel

    Skills you'll gain: Dashboard, Dashboard Creation, Excel Formulas, Pivot Tables And Charts, Excel Macros, Performance Analysis, Key Performance Indicators (KPIs), Spreadsheet Software, Microsoft Excel, Performance Measurement, Performance Metric, Business Analytics, Data Presentation, Interactive Data Visualization, Advanced Analytics, Visual Basic (Programming Language), Data Transformation, Data Processing

    Mixed · Course · 1 - 4 Weeks

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

  • Mastering NLP: Foundations, ML & LLMs: Packt
  • Use AI as a Creative or Expert Partner: Google
  • Machine Learning Foundations for Product Managers: Duke University
  • Google Cloud SQL: Design, Deploy & Optimize Databases: Whizlabs
  • Build Interactive Sales Dashboards in Excel: EDUCBA
  • Building LLM Powered Applications: Packt
  • Microsoft Azure AI Fundamentals AI-900 Exam Prep: Microsoft
  • Deploy and Maintain Power BI Assets and Capstone project: Microsoft
  • Improving your statistical inferences: Eindhoven University of Technology
  • Responsible AI, Explainability & Deployment: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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