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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


  • U

    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Persuasive Communication, Innovation, Quantitative Research, Strategic Communication, Analytics, Ideation, Diversity and Inclusion, Qualitative Research, Diversity Awareness

    4.8 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Spring Boot with Embedded Database

    Skills you'll gain: Spring Boot, Database Design, Object-Relational Mapping, Application Frameworks, Spring Framework, Data Modeling, Database Development, Database Software, Data Mapping, Application Development, Database Architecture and Administration, Requirements Analysis, Data Persistence

    4.4 stars, 30 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (30) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Splunk Administration & Performance Tuning

    Skills you'll gain: Performance Tuning, Splunk, Role-Based Access Control (RBAC), System Monitoring, Distributed Computing, Authorization (Computing), System Configuration, Systems Administration, Enterprise Application Management, Data Management, Security Controls, Identity and Access Management, Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications, Data Import/Export

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fred Hutchinson Cancer Center

    Making Science Reproducible - A Capstone Course

    Skills you'll gain: Version Control, Continuous Integration, Secure Coding, Continuous Delivery, Key Management

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • H

    Hugging Face

    Getting Started with Hugging Face Transformers

    Skills you'll gain: Data Ethics, AI literacy, Model Evaluation, LLM Application, Model Deployment, Large Language Modeling, Natural Language Processing, Data Preprocessing, AI Workflows, Model Optimization, Application Programming Interface (API), Memory Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    ML Pipelines on Google Cloud - Português

    Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Data Pipelines, Model Deployment, Tensorflow, Continuous Deployment, AI Workflows, Metadata Management, Model Training, Model Optimization, AI Orchestration

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Debug Audio Models: Performance and Root Cause

    Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Integrity, Data Manipulation, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Gender Analytics Capstone Project: University of Toronto
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Spring Boot with Embedded Database: Coursera
  • Splunk Administration & Performance Tuning: EDUCBA
  • Making Science Reproducible - A Capstone Course: Fred Hutchinson Cancer Center
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Feature Engineering - 한국어: Google Cloud
  • Getting Started with Hugging Face Transformers: Hugging Face
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • ML Pipelines on Google Cloud - Português: Google Cloud

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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