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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


  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Evaluation, Model Training

    ★ 4.6 (233) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

    ★ 4.5 (27) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Market Research Portfolio Capstone

    Skills you'll gain: Data Ethics, Market Research, Data Collection, Advanced Analytics, Market Analysis, Research Reports, Business Research, R Programming, Statistical Analysis, Data Presentation, Presentations, Customer Analysis, Data Analysis, Quantitative Research, Technical Communication, Report Writing, Dashboard Creation, Project Design, Proposal Development, Strategic Thinking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    ★ 4.5 (95) · Advanced · Guided Project · Less Than 2 Hours

  • U

    University of Toronto

    Bioinformatic Methods I

    Skills you'll gain: Life Sciences, Data Analysis, Microbiology, Analysis

    ★ 4.7 (1.8K) · Beginner · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Finance for Non-Financial Professionals

    Skills you'll gain: Cash Management, Financial Statement Analysis, Cost Control, Financial Data, Cost Reduction, Budget Management, Cash Flows, Accounting, Finance, Financial Planning

    ★ 4.6 (4.6K) · Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace Administrator

    Skills you'll gain: User Provisioning, Data Governance, Google Workspace, Data Loss Prevention, Gmail, User Accounts, Google Gemini, Information Management, Email Security, Data Management, Data Security, Document Management, Identity and Access Management, Mobile Security, Records Management, Cloud Management, Data Storage, Security Management, Cloud Security, Technical Support and Services

    ★ 4.7 (1.5K) · Beginner · Professional Certificate · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace 数据治理

    Skills you'll gain: Data Governance, Data Loss Prevention, Gmail, Data Management, Google Workspace, Information Management, Data Security, Records Management, Email Security, Record Keeping, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Benchmarking, Process Capability, Risk Analysis, Quality Improvement, Process Improvement and Optimization, Process Analysis, Team Performance Management, Statistical Analysis, Continuous Improvement Process, Team Leadership, Team Management, Root Cause Analysis, Regression Analysis

    ★ 4.8 (58) · Intermediate · Specialization · 1 - 3 Months

  • B

    Board Infinity

    AI-Powered Marketing Analytics with Google Analytics 4 (GA4)

    Skills you'll gain: Google Analytics, Data Storytelling, Data Presentation, Financial Forecasting, Looker (Software), Data-Driven Marketing, Marketing Analytics, Data Literacy, Cross-Channel Marketing, Marketing Budgets, Web Analytics, Data Validation, Stakeholder Engagement, Data-Driven Decision-Making, Google Ads, Dashboard Creation, Revenue Forecasting, Marketing Automation, Predictive Analytics, Digital Marketing

    Beginner · Specialization · 1 - 3 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, Model Training, Fine-tuning, Deep Learning, Generative AI, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing, Matlab, Software Visualization, Classification Algorithms, Model Optimization, Predictive Modeling, Performance Tuning

    ★ 4.9 (35) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Medical Records, Data Mining, Medical Coding, Responsible AI, AI Security, Electronic Medical Record, Clinical Informatics, Predictive Modeling, Patient Flow, Predictive Analytics, Machine Learning

    ★ 4.4 (36) · Intermediate · Specialization · 3 - 6 Months

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

  • Classification Trees in Python, From Start To Finish: Coursera
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Market Research Portfolio Capstone: Coursera
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Bioinformatic Methods I: University of Toronto
  • Finance for Non-Financial Professionals: University of California, Irvine
  • Google Workspace Administrator: Google Cloud
  • Google Workspace 数据治理: Google Cloud
  • ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep: SkillUp
  • AI-Powered Marketing Analytics with Google Analytics 4 (GA4): Board Infinity

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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