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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

    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Data Transformation, Data Wrangling, Business Analytics, Anomaly Detection, Data Processing, R (Software), Analytics, Data Cleansing, R Programming, Data Analysis, Project Management Life Cycle, Business Analysis, Statistical Programming, Data Science, Exploratory Data Analysis, Dimensionality Reduction, Big Data, Supervised Learning

    ★ 4.3 (65) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LangChain, LLM Application, OpenAI API, Hugging Face, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Web Design and Development, Web Development, Front-End Web Development, Image Analysis

    ★ 4.6 (278) · Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Visualization, Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Statistical Visualization, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Wrangling, Data Science, Jupyter, Data Analysis, Data Preprocessing, Statistical Machine Learning, Data Transformation, Supervised Learning, Machine Learning Methods

    ★ 4.7 (575) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Generative AI, Image Analysis, Machine Learning Methods, Embeddings, Generative Model Architectures, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Model Deployment, Artificial Neural Networks, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data

    ★ 3.3 (50) · Advanced · Specialization · 1 - 3 Months

  • C

    CertNexus

    CertNexus Certified Artificial Intelligence Practitioner

    Skills you'll gain: Model Evaluation, Classification And Regression Tree (CART), Data Ethics, Applied Machine Learning, Model Training, Unsupervised Learning, Convolutional Neural Networks, Random Forest Algorithm, Data Preprocessing, Data Analysis, Regression Analysis, Responsible AI, Recurrent Neural Networks (RNNs), Data Collection, Compliance Training, Regulatory Compliance, Test Tools, Learning Strategies, Test Planning, Goal Setting

    ★ 4.6 (325) · Intermediate · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Custom Reports in Google Analytics

    Skills you'll gain: Google Analytics, Ad Hoc Reporting, Performance Reporting, Web Analytics, Marketing, Web Development

    ★ 4.5 (170) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    Stanford University

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    ★ 4.6 (304) · Advanced · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Essentials of Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI

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

  • I

    IESE Business School

    Think like a CFO

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Market, Finance, Corporate Finance, Income Statement, Accounting, Financial Management, Cash Flows, Balance Sheet, Financial Acumen, Accrual Accounting, Financial Accounting, Cash Management, Financial Data, Capital Budgeting, Corporate Accounting, Management Accounting, Financial Analysis, General Finance

    ★ 4.8 (6.5K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Data Ethics, Sustainability Reporting, Database Design, Agentic systems, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • S

    SAS

    Structured Query Language (SQL) using SAS

    Skills you'll gain: SQL, SAS (Software), Database Management, Stored Procedure, Query Languages, Data Access, Database Management Systems, Data Presentation, Data Manipulation, Data Integration, Data Management, Data Processing

    ★ 4.9 (288) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Model Training, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Machine Learning Software, Dimensionality Reduction, Machine Learning, Predictive Modeling, Data Wrangling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting

    ★ 4.5 (15) · Intermediate · Course · 1 - 4 Weeks

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

  • Analítica y ciencia de datos para negocios: Pontificia Universidad Católica del Perú
  • Building Generative AI-Powered Applications with Python: IBM
  • Ciencia de datos​: Universidad de los Andes
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign
  • CertNexus Certified Artificial Intelligence Practitioner: CertNexus
  • Custom Reports in Google Analytics: Coursera
  • Probabilistic Graphical Models 3: Learning: Stanford University
  • Essentials of Prompt Engineering: Amazon Web Services
  • Think like a CFO: IESE Business School
  • Master of Science in Artificial Intelligence: University of Colorado Boulder

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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