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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


  • D

    Duke University

    Rust Fundamentals

    Skills you'll gain: Rust (Programming Language), Unit Testing, Test Case, Memory Management, Software Testing, Data Structures, GitHub, Programming Principles, Package and Software Management, Development Environment, System Programming, Software Documentation

    ★ 4 (239) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Español

    Skills you'll gain: Model Optimization, Feature Engineering, Model Deployment, Tensorflow, Model Training, Exploratory Data Analysis, Google Cloud Platform, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Machine Learning Software, Data Quality, Machine Learning Methods, Business Metrics, Machine Learning, Applied Machine Learning, Dataflow, Artificial Neural Networks, Data Pipelines, Logistic Regression

    ★ 4.6 (448) · Intermediate · Specialization · 3 - 6 Months

  • M

    MathWorks

    Predictive Modeling and Machine Learning with MATLAB

    Skills you'll gain: Supervised Learning, Model Evaluation, Classification Algorithms, Model Training, Machine Learning Methods, Applied Machine Learning, Matlab, Statistical Machine Learning, Regression Analysis, Model Optimization, Data Preprocessing, Predictive Modeling, Machine Learning, Feature Engineering, Data Validation

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

  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Data Processing, Agentic systems, Artificial Intelligence, Algorithms, AI literacy

    ★ 4.5 (49) · Intermediate · Specialization · 3 - 6 Months

  • G

    Google

    Sound the Alarm: Detection and Response

    Skills you'll gain: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Endpoint Detection and Response, Threat Detection, Event Monitoring, Security Information and Event Management (SIEM), Incident Management, Cyber Threat Intelligence, Continuous Monitoring, Security Controls, Network Security, Network Monitoring, Splunk, Network Analysis, TCP/IP, Network Protocols, Document Management, Query Languages

    ★ 4.8 (3.4K) · Beginner · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Improving Your Statistical Questions

    Skills you'll gain: Science and Research, Scientific Methods, Research Design, Research, Quantitative Research, Research Methodologies, General Science and Research, Statistical Reporting, Sample Size Determination, Simulations, Data Sharing, Statistical Inference, Statistical Methods, Statistical Analysis, Statistical Hypothesis Testing, Data Ethics, Computational Thinking, Data Synthesis, Probability & Statistics

    ★ 4.9 (112) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    ★ 4.6 (440) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    ChatGPT for Beginners: Using AI for Market Research

    Skills you'll gain: ChatGPT, Market Research, Marketing, Language Interpretation, Translation, and Studies, Generative AI, Content Marketing

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

  • U

    Universidade de São Paulo

    Redes Ecológicas

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Network Model, Graphing, Graph Theory, Exploratory Data Analysis, Environmental Science, R (Software), Data Analysis, R Programming, Data Science, Data Processing

    ★ 5 (37) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Search Engine Optimization (SEO)

    Skills you'll gain: Keyword Research, Search Engine Optimization, Persona Development, Case Studies, Content Optimization, Web Analytics and SEO, Content Marketing, Client Services, Social Media Strategy, Social Media, Social Media Content, Social Media Marketing, Content Strategy, Search Engine Marketing, Competitive Analysis, Target Audience, Content Development and Management, Data Analysis, Analytics, Branding

    ★ 4.6 (13K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Maryland, College Park

    Cybersecurity in the AI Era

    Skills you'll gain: Cybersecurity, Cyber Security Policies, Cyber Risk, Cyber Attacks, Cyber Governance, Cyber Security Strategy, Security Management, Infrastructure Security, Data Security, Threat Modeling, Computer Security, Security Awareness, Risk Management, Enterprise Security, Vulnerability, Governance, General Networking, Public Safety and National Security, Threat Detection, Artificial Intelligence

    ★ 4.7 (3.3K) · Beginner · Specialization · 3 - 6 Months

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

  • Rust Fundamentals: Duke University
  • Machine Learning with TensorFlow on Google Cloud en Español: Google Cloud
  • Predictive Modeling and Machine Learning with MATLAB: MathWorks
  • AI and Machine Learning Essentials with Python: University of Pennsylvania
  • Sound the Alarm: Detection and Response: Google
  • Improving Your Statistical Questions: Eindhoven University of Technology
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Linear Regression with Python: Coursera
  • ChatGPT for Beginners: Using AI for Market Research: Coursera
  • Redes Ecológicas: Universidade de São Paulo

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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