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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


  • C

    Coursera

    Concepts in SQL

    Skills you'll gain: SQL, Query Languages, MySQL, Database Management, Transaction Processing, Data Manipulation, Database Development, Relational Databases

    ★ 3.9 (29) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Advanced Cassandra Collections for Scalable Models

    Skills you'll gain: Data Modeling, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Behavioral Marketing

    Skills you'll gain: Marketing Strategies, Data-Driven Marketing, Marketing Effectiveness, Email Marketing, Marketing Analytics, Digital Marketing, Driving engagement, Customer Relationship Management, Digital Advertising, Online Advertising, Google Ads, Social Media Marketing, Cross-Channel Marketing, Target Market, Personalized Campaigns, Data Collection

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

  • S

    SkillUp

    AZ-305 Designing MS Azure Infrastructure Solutions Exam Prep

    Skills you'll gain: Microsoft Azure, Role-Based Access Control (RBAC), Azure Active Directory, Load Balancing, Cloud Security, Cloud Management, Cloud Infrastructure, Virtual Networking, Network Architecture, Authorization (Computing), Database Management, Data Security, Network Planning And Design, Relational Databases, Authentications, Identity and Access Management, Cloud Computing, Cloud Solutions, Network Infrastructure, Disaster Recovery

    ★ 4.9 (17) · Intermediate · Specialization · 1 - 3 Months

  • D

    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, Model Evaluation, Model Training, AI Workflows, Continuous Monitoring, Data Ethics, Rust (Programming Language), Generative AI, Cloud Computing, Serverless Computing, Development Environment

    ★ 4.6 (28) · Beginner · Course · 1 - 4 Weeks

  • K

    KodeKloud

    AWS Cloud Practitioner (CLF-C02)

    Skills you'll gain: Cloud Computing, Cloud Solutions, Cloud Engineering, Amazon CloudWatch, Cloud Computing Architecture, Identity and Access Management, Data Migration, Data Storage

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    How to Build a BI Dashboard Using Google Looker Studio and BigQuery

    Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Business Intelligence, Data Import/Export, Data Integration, Query Languages, Data Analysis, Data Management

    ★ 4.3 (15) · Intermediate · Project · Less Than 2 Hours

  • U

    University of California, Santa Cruz

    GO Programming for Everyone: Part 1

    Skills you'll gain: File I/O, Debugging, Go (Programming Language), Programming Principles, C (Programming Language), Program Development, Data Structures, Computer Programming, C and C++, Algorithms

    ★ 3.9 (10) · Beginner · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    ★ 4.6 (89) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Cleansing, Model Optimization

    Mixed · Course · 1 - 3 Months

  • S

    Skillshare

    SEO Copywriting for Digital Marketing Success

    Skills you'll gain: Keyword Research, Copywriting, Search Engine Optimization, Content Strategy, Content Optimization, Web Content, Web Analytics and SEO, Content Development and Management, Blogs, Content Management, Content Creation, Writing and Editing, Writing, Content Marketing, Editing, Driving engagement

    ★ 4.6 (7) · Beginner · Course · 1 - 3 Months

  • G

    Georgia Institute of Technology

    Cloud Systems Software

    Skills you'll gain: Cloud Development, Cloud Applications, Cloud Computing, Cloud Infrastructure, Distributed Computing, Cloud Computing Architecture, Cloud Platforms, Virtualization, Data Store, Multi-Tenant Cloud Environments, Application Frameworks, Virtual Machines, Virtualization and Virtual Machines, Cloud Management, Data Storage Technologies, Scalability

    ★ 4.6 (319) · Mixed · Course · 1 - 3 Months

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

  • Concepts in SQL: Coursera
  • Apply Advanced Cassandra Collections for Scalable Models: EDUCBA
  • Behavioral Marketing: Simplilearn
  • AZ-305 Designing MS Azure Infrastructure Solutions Exam Prep: SkillUp
  • GenAI and LLMs on AWS: Duke University
  • AWS Cloud Practitioner (CLF-C02): KodeKloud
  • How to Build a BI Dashboard Using Google Looker Studio and BigQuery: Google Cloud
  • GO Programming for Everyone: Part 1: University of California, Santa Cruz
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA

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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