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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


  • M

    Microsoft

    Reshaping Data with tidyr

    Skills you'll gain: Data Wrangling, Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, R (Software), Data Structures

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Transform Raw Data into Financial Insights

    Skills you'll gain: Trend Analysis, Financial Acumen, Financial Analysis, Data Import/Export, Business Reporting, Financial Data, Data Wrangling, Analytical Skills, Data Transformation, Accounting Records, Microsoft Excel, Data Literacy, Transaction Processing, Performance Analysis, Financial Reporting, Data Processing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Data Analysis and Visualization with Pandas

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Data Import/Export, Data Visualization Software, Microsoft Excel, Spreadsheet Software, Data Presentation, Graphing, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation, File I/O

    4.8 stars, 17 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (17) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Mathematical Software, Data Analysis, Probability, Geometry, Applied Mathematics, Mechanics, Graphing, Scientific Visualization, Spatial Data Analysis, Estimation, Probability & Statistics, Exploratory Data Analysis, Physics

    4.7 stars, 151 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (151) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Analyzing Billing Data with BigQuery

    Skills you'll gain: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • N

    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Data Governance, Database Design, Operational Data Store, Data Management, SQL, Relational Databases, Query Languages, Data Mining, Data Quality, Data Analysis

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Perform data science with Azure Databricks

    Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Data Lakes, Model Training, Machine Learning Methods, Data Processing, Deep Learning, Data Transformation, Model Deployment, Data Pipelines, Data Manipulation, Model Evaluation, Machine Learning, Distributed Computing, Exploratory Data Analysis

    3.1 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.1 (80) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Using Descriptive Statistics to Analyze Data in R

    Skills you'll gain: Descriptive Statistics, Statistical Programming, R Programming, R (Software), Statistical Reporting, Data Quality, Data Preprocessing, Data Cleansing, Statistics, Data Processing, Statistical Methods, Statistical Software, Data Analysis Software, Statistical Analysis, Data Import/Export

    4.6 stars, 93 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (93) · Beginner · Guided Project · Less Than 2 Hours

  • S

    Stanford Online

    Graph Search, Shortest Paths, and Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Social Network Analysis, Network Analysis, Theoretical Computer Science, Probability & Statistics

    4.8 stars, 2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Modeling with Power BI: Advanced DAX Calculations

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Requirements, Financial Data, Data Modeling, Financial Analysis, Data Visualization Software, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export

    4.5 stars, 21 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • D

    Duke University

    Scripting with Python and SQL for Data Engineering

    Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Scripting Languages, Data Manipulation, Data Structures, Operational Databases, Query Languages, Database Management, Databases, Data Import/Export, Data Capture, Spatial Data Analysis, Python Programming, File I/O

    4.4 stars, 112 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (112) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM COBOL Data and File Management

    Skills you'll gain: COBOL (Programming Language), Job Control Language (JCL), IBM DB2, Mainframe Computing, Mainframe Technologies, Relational Databases, File I/O, File Management, Data Management, Database Theory, Databases, Database Management Systems, Data Storage, Data Access, Programming Principles, Command-Line Interface, Computer Programming

    3.6 stars, 54 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.6 (54) · 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

  • Reshaping Data with tidyr: Microsoft
  • Transform Raw Data into Financial Insights: Coursera
  • Advanced Data Analysis and Visualization with Pandas: Packt
  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Analyzing Billing Data with BigQuery: Google Cloud
  • Data Warehousing and Integration Part 1: Northeastern University
  • Perform data science with Azure Databricks: Microsoft
  • Using Descriptive Statistics to Analyze Data in R: Coursera
  • Graph Search, Shortest Paths, and Data Structures: Stanford Online
  • Data Modeling with Power BI: Advanced DAX Calculations: 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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