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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


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    EDUCBA

    Analyze Video Data Using OpenCV and Python

    Skills you'll gain: Real Time Data, Classification Algorithms, File I/O, Color Matching

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Application Deployment, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Advanced Linear Models for Data Science 2: Statistical Linear Models

    Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Mathematical Modeling, Statistical Methods, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistics, Statistical Inference, Model Evaluation, Integral Calculus

    4.6
    Rating, 4.6 out of 5 stars
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    108 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Data Governance with Dataplex Universal Catalog

    Skills you'll gain: Data Governance, Data Management, Data Quality, Metadata Management, Governance, Data Security, Data Access, Google Cloud Platform

    Beginner · Course · 1 - 3 Months

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    IBM

    ETL and Data Pipelines with Shell, Airflow and Kafka

    Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
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    462 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Calculus through Data & Modelling: Integration Applications

    Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Numerical Analysis, Mechanics, Mathematical Modeling, Physics

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Illinois Tech

    Data Visualization and the Art of Storytelling - Bachelor's

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Statistical Visualization, Geospatial Information and Technology, Exploratory Data Analysis, Data Literacy, Spatial Data Analysis, Scatter Plots, Storytelling, Geospatial Mapping, Dashboard Creation, Visual Storytelling, Box Plots, Histogram, Graphic and Visual Design, Data Ethics, Design Elements And Principles

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Mastering Python Logic and Data Structures

    Skills you'll gain: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Data Manipulation, Logical Reasoning

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Data Analysis and Dashboard Design with Tableau

    Skills you'll gain: Interactive Data Visualization, Tableau Software, Data Storytelling, Data Visualization Software, Geospatial Information and Technology, Spatial Data Analysis, Dashboard, Time Series Analysis and Forecasting, Advanced Analytics, R Programming, Business Intelligence, Data Mapping, Data Modeling, Performance Reporting, Key Performance Indicators (KPIs), Operational Performance Management, Python Programming, Interaction Design, Requirements Elicitation, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Glasgow

    Data-Driven Decision Making for Leaders

    Skills you'll gain: Data Literacy, Case Studies, Data-Driven Decision-Making, Strategic Decision-Making, Decision Making, Data Quality, Crisis Management, Leadership, Strategic Leadership, Leadership Development, Data Validation, Data Management, Leadership and Management, Analytical Skills, Digital Transformation, Agile Methodology

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Product Strategy: Lifecycle, Data Insights, Collaboration

    Skills you'll gain: Product Lifecycle Management, Product Strategy, Product Management, Product Marketing, New Product Development, Case Studies, Team Oriented, Market Data, Organizational Leadership, Initiative and Leadership, Data-Driven Decision-Making, Cross-Functional Collaboration, Communication, Strategic Thinking, Innovation, Market Analysis, Data Analysis

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Data Manipulation and Cleaning in R

    Skills you'll gain: Data Cleansing, Data Manipulation, Data Preprocessing, Data Transformation, Data Wrangling, Data Quality, Tidyverse (R Package), R Programming, Data Import/Export, Generative AI, Data Validation, AI literacy, Text Mining, Data Pipelines, grep, Anomaly Detection

    Beginner · Course · 1 - 3 Months

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

  • Analyze Video Data Using OpenCV and Python: EDUCBA
  • Landing.AI for Beginners: Build Data Visualization AI Models: Coursera
  • Advanced Linear Models for Data Science 2: Statistical Linear Models: Johns Hopkins University
  • Data Governance with Dataplex Universal Catalog: Google Cloud
  • ETL and Data Pipelines with Shell, Airflow and Kafka: IBM
  • Calculus through Data & Modelling: Integration Applications: Johns Hopkins University
  • Data Visualization and the Art of Storytelling - Bachelor's: Illinois Tech
  • Mastering Python Logic and Data Structures: EDUCBA
  • Data Analysis and Dashboard Design with Tableau: Edureka
  • Data-Driven Decision Making for Leaders: University of Glasgow

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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