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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


  • E

    EDUCBA

    Master Microsoft Excel: Apply, Analyze & Visualize Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Data Visualization, Data Management, Debugging, File Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Statistical Methods, Data Manipulation, Python Programming, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning Methods, Machine Learning, Statistical Inference, Probability Distribution, Probability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    DevOps and CI/CD for Data Engineering Performance

    Skills you'll gain: Ansible, Containerization, CI/CD, Docker (Software), Version Control, DevOps, Application Deployment, Devops Tools, Data Pipelines, Development Environment, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC), Git (Version Control System), Data Infrastructure, Configuration Management, Performance Tuning, Software Versioning, Root Cause Analysis

    Beginner · Course · 3 - 6 Months

  • N

    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Analytics, Predictive Modeling, Data Processing, Statistical Analysis, Data Preprocessing, Applied Machine Learning, Supervised Learning, Random Forest Algorithm, Logistic Regression, Decision Tree Learning

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Microsoft Azure, Data Governance, Real Time Data, Data Management, Microsoft SQL Servers, Metadata Management, Data Architecture, Data Security, Security Controls, Power BI, Analytics, Azure Active Directory, System Monitoring, Identity and Access Management, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Data Storytelling, Data Visualization, Tidyverse (R Package), Data Wrangling, Data Preprocessing, Scatter Plots, Data Cleansing

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Present Compelling Data Stories, Drive Outcomes

    Skills you'll gain: Data Storytelling, Business Metrics, Concision, Analytical Skills, Persuasive Communication

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    Using clinical health data for better healthcare

    Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Data Analysis with Pandas and Python

    Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Data Access, Programming Principles, Python Programming, Data Structures, Development Environment, Scripting, Package and Software Management, Software Installation, Object Oriented Programming (OOP)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Data with Advanced Minitab Techniques

    Skills you'll gain: Estimation, Decision Making, Data-Driven Decision-Making, Data Literacy, Statistics, Plot (Graphics), Descriptive Analytics, Business Analytics, Data Visualization, Data Analysis Software, Statistical Software, Advanced Analytics, Data Preprocessing, Data Cleansing, Graphing

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Oracle DBA Mastery: Backup, Recovery & Data Movement

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Data Maintenance, Database Architecture and Administration, Database Administration, Data Migration, Relational Databases, Database Design, Database Management Systems, Patch Management, Data Integrity, Data Import/Export, User Accounts, Disaster Recovery

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Choose Optimal Data Structures for ML

    Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation

    Advanced · Course · 1 - 4 Weeks

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

  • Master Microsoft Excel: Apply, Analyze & Visualize Data: EDUCBA
  • Foundations of ML & Python for Data Science: Packt
  • DevOps and CI/CD for Data Engineering Performance: Coursera
  • Machine Learning and Data Analytics Part 1: Northeastern University
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Exploratory Data Analysis and Visualization: Microsoft
  • Present Compelling Data Stories, Drive Outcomes: Coursera
  • Using clinical health data for better healthcare: The University of Sydney
  • Foundations of Data Analysis with Pandas and Python: Packt
  • Analyze Data with Advanced Minitab Techniques: EDUCBA

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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