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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


  • G

    Google Cloud

    Essential Google Cloud Infrastructure: Core Services

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Solutions, Cloud Engineering, Cloud Services, Cloud Computing Architecture, Data Storage Technologies, Cloud Management, Data Storage, Cloud Security, Role-Based Access Control (RBAC), Authorization (Computing), Capacity Management, Databases, System Monitoring, Application Performance Management, NoSQL

    ★ 4.7 (11K) · Intermediate · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Information Security

    Skills you'll gain: Encryption, Information Systems Security, Threat Modeling, Cybersecurity, Cyber Attacks, Computer Security Incident Management, Threat Management, Application Security, Data Security, Computer Security, Security Management, Network Security, Incident Response, Data Encryption Standard, Cyber Security Policies, Cryptography, Intrusion Detection and Prevention, Security Controls, Data Integrity, Authentications

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Cybersecurity Analyst

    Skills you'll gain: Azure Active Directory, MITRE ATT&CK Framework, Intrusion Detection and Prevention, Threat Modeling, Vulnerability Management, Zero Trust Network Access, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Security Information and Event Management (SIEM), Record Keeping, Authentications, Encryption, Penetration Testing, Secure Coding, Regulatory Requirements, Cloud Computing, Active Directory, Operating Systems, Cybersecurity, Computer Security Incident Management

    ★ 4.7 (3K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job Skills
    Job Skills
  • U

    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Statistics, Microsoft Excel, Excel Formulas, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Statistical Analysis, Process Modeling

    ★ 4.5 (67) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Convolutional Neural Networks, Supervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Artificial Intelligence, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Processing, Data Preprocessing

    ★ 3.3 (33) · Beginner · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    FinTech Foundations and Overview

    Skills you'll gain: FinTech, Financial Services, Financial Systems, Banking, Financial Data, Emerging Technologies, Finance, Technology Strategies, Blockchain, Business Technologies, Consumer Lending, Entrepreneurship, Big Data, Market Trend, Digital Assets, Innovation

    ★ 4.7 (594) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Demand Forecasting Using Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Supply Chain Systems, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming

    ★ 3.3 (39) · Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    AI ML with Deep Learning and Supervised Models

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Predictive Modeling, Machine Learning, Decision Tree Learning, Regression Analysis

    ★ 4 (12) · Beginner · Specialization · 1 - 3 Months

  • P

    Pragmatic AI Labs

    SQLite for Rust

    Skills you'll gain: Performance Tuning, SQL, Rust (Programming Language), Database Systems, Database Software, Relational Databases, Database Development, Database Application, Database Management, Data Engineering, JSON, Databases, Query Languages, Command-Line Interface, SQL Server Reporting Services, Data Import/Export, Data Processing, Database Administration, Data Science, Data Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Share Knowledge Effectively

    Skills you'll gain: Knowledge Transfer, Data Sharing, Document Management, Project Documentation, Information Architecture, Workflow Management, Operational Efficiency, Content Management, Information Management, Digital Communications

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, Talent Management, Organizational Effectiveness, Performance Metric, Workforce Management, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Social Network Analysis, Performance Management, Collaboration

    ★ 4.6 (6.2K) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    AI-Enhanced Email Marketer with MailChimp, Gmail and Outlook

    Skills you'll gain: Email Marketing, A/B Testing, Campaign Planning, Key Performance Indicators (KPIs), Newsletters, Email Automation, Campaign Management, Stakeholder Communications, Marketing Analytics, Copywriting, Data-Driven Marketing, Dashboard Creation, Business Metrics, Marketing Automation, LinkedIn, Marketing Communications, Marketing Planning, Marketing, Data Analysis, Generative AI Agents

    Beginner · Specialization · 3 - 6 Months

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

  • Essential Google Cloud Infrastructure: Core Services: Google Cloud
  • Information Security: Birla Institute of Technology & Science, Pilani
  • Microsoft Cybersecurity Analyst: Microsoft
  • Simulation Models for Decision Making: University of Minnesota
  • Machine Learning and NLP Basics: Edureka
  • FinTech Foundations and Overview: The Hong Kong University of Science and Technology
  • Demand Forecasting Using Time Series: LearnQuest
  • AI ML with Deep Learning and Supervised Models: Simplilearn
  • SQLite for Rust: Pragmatic AI Labs
  • Share Knowledge Effectively: 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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