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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

    Exploratory Data Analysis With Python and Pandas

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Plot (Graphics), Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Data Science, Statistical Analysis, Data Wrangling, Python Programming

    4.5 stars, 448 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (448) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply SPSS Fundamentals for Data Analysis

    Skills you'll gain: Data Transformation, SPSS (Software), SPSS, Statistical Visualization, Statistical Analysis, Data Manipulation, Data Wrangling, Data Visualization Software, Statistical Methods, Data Processing, Data Analysis, Statistical Software, Data Import/Export, Descriptive Statistics, Data Analysis Software

    4.6 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Codio

    Data Analysis in Python

    Skills you'll gain: Matplotlib, Statistical Methods, Statistical Hypothesis Testing, Plot (Graphics), Data Analysis, Statistical Analysis, Data Import/Export, Data Visualization, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Data Wrangling, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Scripting, Computational Logic

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Analytical Skills, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting, Root Cause Analysis

    4.6 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    PwC

    Data Analysis and Presentation Skills: the PwC Approach

    Skills you'll gain: Analytics, Data Visualization, Business Analytics, Data Analysis, Interactive Data Visualization, Microsoft PowerPoint, Data Presentation, Presentations, Excel Formulas, Data-Driven Decision-Making, Dashboard, Data Storytelling, Dashboard Creation, Microsoft Excel, Customer Analysis, Data Visualization Software, Big Data, Target Market, Oral Expression, Data Cleansing

    4.6 stars, 11K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (11K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization using Plotnine and ggplot

    Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Data Analysis, Graphing, Python Programming

    4.6 stars, 16 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux

    4.1 stars, 14 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.1 (14) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Empathy, Data, and Risk

    Skills you'll gain: Data Visualization, Data Visualization Software, Empathy, Tableau Software, Data Presentation, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Risk Management, Empathy & Emotional Intelligence, Stakeholder Analysis, Business Risk Management, Human Centered Design, Decision Making, User Research, Risk Control, Behavioral Economics, Diversity and Inclusion, Psychology

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Exploring Data Transformation with Google Cloud

    Skills you'll gain: Data Architecture, Data Governance, Cloud Storage, Data Strategy, Data Storage, Data Warehousing, Data Lakes, Data Management, Looker (Software), Google Cloud Platform, Data Infrastructure, Business Intelligence, Digital Transformation, Real Time Data, Business Transformation, Data-Driven Decision-Making, Data Transformation, Analytics, Cloud Solutions, Data Capture

    4.8 stars, 931 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (931) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Health Analytics and Data Analysis

    Skills you'll gain: Health Informatics, Risk Management, Value-Based Care, Clinical Practices, Health Care Administration, Health Systems, Care Management, Analytics, Health Information Management, Health Care, Business Analytics, Risk Analysis, Healthcare Industry Knowledge, Analytical Skills, Health Technology, Enterprise Modeling, Healthcare Ethics, Health Education, Data Science, Business Strategy

    Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • P

    Pearson

    Data Science Fundamentals, Part 2

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Matplotlib, A/B Testing, Plot (Graphics), Box Plots, Sampling (Statistics), Statistical Hypothesis Testing, Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Statistical Methods, Data Science, NumPy, Machine Learning, Python Programming

    Beginner · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    3D Data Visualization for Science Communication

    Skills you'll gain: Data Literacy, Data Storytelling, Scientific Visualization, Visualization (Computer Graphics), Data Presentation, Data Visualization, Cinematography, Data Visualization Software, Spatial Data Analysis, Computer Graphics, Graphics Software, 3D Modeling, Post-Production, Color Theory

    Beginner · Course · 1 - 3 Months

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

  • Exploratory Data Analysis With Python and Pandas: Coursera
  • Apply SPSS Fundamentals for Data Analysis: EDUCBA
  • Data Analysis in Python: Codio
  • Visualization for Data Analysis with Power BI: Microsoft
  • Data Analysis and Presentation Skills: the PwC Approach: PwC
  • Data Visualization using Plotnine and ggplot: Coursera
  • MySQL-for-Data-Engineering: Duke University
  • Empathy, Data, and Risk: University of Illinois Urbana-Champaign
  • Exploring Data Transformation with Google Cloud: Google Cloud
  • Health Analytics and Data Analysis: John Wiley & Sons

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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