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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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    National Taiwan University

    商管統計資料分析三 (Analytics for Business and Management (III))

    Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Monitor and Close Risks

    Skills you'll gain: Continuous Monitoring, Performance Analysis, Project Risk Management, Operational Risk, Risk Analysis, Risk Management, Risk Control, Project Documentation, Management Reporting, Change Control, Project Controls, Document Management, Trend Analysis, Variance Analysis, Data Quality, Stakeholder Communications

    4.9
    Rating, 4.9 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Custom & Conditional Formatting in Microsoft Excel

    Skills you'll gain: Data Entry, Data Visualization, Microsoft Excel, Data Presentation, Spreadsheet Software, Data Analysis, Data Management, Business Strategy

    4.3
    Rating, 4.3 out of 5 stars
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    24 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), AI Orchestration, Large Language Modeling, AI Security, Performance Tuning, Continuous Deployment, Continuous Monitoring, Development Environment, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Semiconductor Devices 2

    Skills you'll gain: Semiconductors, Electronic Components, Display Devices, Electronic Systems, Electronics, Electronics Engineering, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
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    55 reviews

    Intermediate · Course · 1 - 3 Months

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    Imperial College London

    Quality Improvement for Population Health

    Skills you'll gain: Public Health, Health Policy, Public Health and Disease Prevention, Community Health, Social Determinants Of Health, Continuous Quality Improvement (CQI), Health Administration, Health Care, Geographic Information Systems, Research Design, Geospatial Mapping, Data Presentation

    4.9
    Rating, 4.9 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Nikolai Schuler

    Snowflake - Intermediate Course

    Skills you'll gain: Snowflake Schema, Authorization (Computing), Role-Based Access Control (RBAC), Data Access, Data Pipelines, Real Time Data, Data Management, Data Loss Prevention, Data Warehousing, Disaster Recovery, Microsoft Azure, Data Storage, Database Management, Cloud Storage, Cloud Computing, Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Hadoop and Spark Fundamentals: Unit 1

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Linux Commands, File Systems, Data Management, Command-Line Interface, Data Processing, Software Installation, Distributed Computing, System Configuration

    Intermediate · Course · 1 - 4 Weeks

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    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, Code Review, Amazon Web Services, AI Security, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    How to Create a Program Evaluation for Your Non-Profit

    Skills you'll gain: Program Evaluation, Smart Goals, Surveys, Goal Setting, Survey Creation, Performance Measurement, Grant Writing, Data Collection, Research Methodologies

    4.5
    Rating, 4.5 out of 5 stars
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    134 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Advanced Machine Learning with R: Apply & Predict

    Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Vector Search with Relational Databases using PostgreSQL

    Skills you'll gain: Vector Databases, Embeddings, PostgreSQL, Relational Databases, SQL, NoSQL, Node.JS, Data Import/Export, Data Processing, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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1…531532533…834

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

  • 商管統計資料分析三 (Analytics for Business and Management (III)): National Taiwan University
  • Monitor and Close Risks: LearnKartS
  • Custom & Conditional Formatting in Microsoft Excel: Coursera
  • GenAI Model Development and Production Engineering: Starweaver
  • Introduction to Semiconductor Devices 2: Korea Advanced Institute of Science and Technology(KAIST)
  • Quality Improvement for Population Health: Imperial College London
  • Snowflake - Intermediate Course: Nikolai Schuler
  • Hadoop and Spark Fundamentals: Unit 1: Pearson
  • DevOps and AI on AWS: AIOps: Amazon Web Services
  • How to Create a Program Evaluation for Your Non-Profit : 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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