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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

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Java, Restful API, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Mathematical Software, Engineering Calculations, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Graphical Tools, Derivatives, Mathematical Theory & Analysis, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    389 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Productivity Software, Data Visualization Software, Probability & Statistics, Statistical Inference

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Advanced · Course · 1 - 3 Months

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    Codio

    Data Analysis in Python

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

    Mixed · Course · 1 - 3 Months

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    Arizona State University

    Dark Data Basics - Understanding the Unknown

    Skills you'll gain: Computational Thinking, Data Strategy, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Management, Data Collection

    Beginner · Course · 1 - 3 Months

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    Fractal Analytics

    Modern Data Strategy for Enterprise Generative AI

    Skills you'll gain: Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Architecture, Data Security, Generative AI, AI Security, Generative AI Agents, Data Governance, Retrieval-Augmented Generation, Interoperability, Data Store, AI Workflows, Enterprise Architecture, AI Enablement, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Microsoft

    Generative AI for Data Science

    Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, Transfer Learning, Prompt Engineering, Responsible AI, Feature Engineering, Model Deployment, AI Security, Advertising, Marketing, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Data Analysis in Python: Using Pandas DataFrames

    Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Genentech

    Making Data Science Work for Clinical Reporting

    Skills you'll gain: Clinical Data Management, Statistical Reporting, Data Sharing, Version Control, Clinical Trials, GitHub, Data Quality, Medical Privacy, Quality Assurance, Risk Management, Maintainability, DevOps, R Programming, Package and Software Management, Agile Software Development, Agile Methodology

    4.1
    Rating, 4.1 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Segment and Validate Your Live Marketing Data

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Algorithms, Vector Databases, Programming Principles, Computational Thinking, Computer Science, Performance Tuning

    3.1
    Rating, 3.1 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing

    Intermediate · Specialization · 3 - 6 Months

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

  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Statistics and Data Analysis with Excel: Advanced: Macquarie University
  • Data Analysis in Python: Codio
  • Dark Data Basics - Understanding the Unknown: Arizona State University
  • Modern Data Strategy for Enterprise Generative AI: Fractal Analytics
  • Generative AI for Data Science: Microsoft
  • Data Analysis in Python: Using Pandas DataFrames: Coursera
  • Making Data Science Work for Clinical Reporting: Genentech
  • Segment and Validate Your Live Marketing Data: 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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