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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


  • I

    IBM

    Data Analysis with R

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Statistical Analysis, Data Analysis, Model Evaluation, Data Transformation, R Programming, Data Visualization, Regression Analysis, Predictive Modeling, Statistical Methods, R (Software), Data Manipulation, Plot (Graphics), Data Science, Box Plots, Statistical Visualization, Correlation Analysis, Model Training, Tidyverse (R Package)

    4.7 stars, 379 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Data Scientists

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Ethics, ChatGPT, AI literacy, Multimodal Prompts, Feature Engineering, AI powered creativity, LLM Application, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Responsible AI, Data Science, Machine Learning

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Introduction to Clinical Data

    Skills you'll gain: Feature Engineering, Data Ethics, Healthcare Ethics, Clinical Research, Clinical Data Management, Health Informatics, Clinical Research Ethics, Unstructured Data, Data Mining, Health Information Management, Electronic Medical Record, Data Transformation, Data Wrangling, Data Collection, Data Preprocessing, Health Disparities, Text Mining, Responsible AI, Medical Imaging

    4.6 stars, 516 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, MLOps (Machine Learning Operations), Javascript, Machine Learning

    4.7 stars, 1.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Data Science Companion

    Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Create Mapping Data Flows in Azure Data Factory

    Skills you'll gain: Data Mapping, Microsoft Azure, Data Transformation, Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Data Integration, Data Storage, Cloud Storage

    4.8 stars, 8 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (8) · Beginner · Guided Project · Less Than 2 Hours

  • T

    Tableau Learning Partner

    Data Visualization with Tableau

    Skills you'll gain: Data Visualization, Data Visualization Software, Interactive Data Visualization, Tableau Software, Data Presentation, Tree Maps, Heat Maps, Geospatial Mapping, Data Manipulation, Data Mapping, Business Analytics

    4.7 stars, 151 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (151) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Managing Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Presentation, Team Management, Analytical Skills, Presentations, Team Leadership, People Management, Statistical Inference, Statistical Modeling, Statistical Methods, Communication, Model Evaluation

    4.6 stars, 3.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (3.4K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    PwC

    Data Visualization with Advanced Excel

    Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Presentation, Dashboard, Data Storytelling, Dashboard Creation, Data Visualization Software, Microsoft Excel, Spreadsheet Software, Graphing, Pivot Tables And Charts, Data Modeling, Database Development, Databases, Business Analysis Tools, Data Analysis, Simulation and Simulation Software, Data Analysis Software

    4.8 stars, 3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Data Analysis with Tableau

    Skills you'll gain: Exploratory Data Analysis, Tableau Software, Data Preprocessing, Statistical Visualization, Data Analysis, Descriptive Statistics, Predictive Analytics, Box Plots, Statistical Analysis, Scatter Plots, Data Visualization Software, Statistical Reporting, Trend Analysis, Analytics, Histogram, Data Manipulation, Regression Analysis, Correlation Analysis

    4.4 stars, 114 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (114) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Data Visualization with R

    Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Statistical Visualization, Rmarkdown, Shiny (R Package), Plot (Graphics), Dashboard Creation, Dashboard, Leaflet (Software), Interactive Data Visualization, Data Presentation, R (Software), R Programming, Scatter Plots, Graphing, Box Plots, Geospatial Information and Technology, Data Science, Data Analysis

    4.6 stars, 275 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Python for Data Science

    Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Plot (Graphics), Data Preprocessing, Statistical Methods, Seaborn, Data Science, Data Visualization Software, Data Manipulation, Data Processing, Data Cleansing, Data Analysis, Probability & Statistics, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing

    4.1 stars, 166 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (166) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Data Analysis with R: IBM
  • Generative AI for Data Scientists: IBM
  • Introduction to Clinical Data: Stanford Online
  • TensorFlow: Data and Deployment: DeepLearning.AI
  • Data Science Companion: MathWorks
  • Create Mapping Data Flows in Azure Data Factory: Coursera
  • Data Visualization with Tableau: Tableau Learning Partner
  • Managing Data Analysis: Johns Hopkins University
  • Data Visualization with Advanced Excel: PwC
  • Data Analysis with Tableau: Tableau Learning Partner

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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