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    • Big Data Analytics

    Big Data Analytics Courses Online

    Master big data analytics for processing and analyzing large datasets. Learn to use tools like Hadoop, Spark, and NoSQL databases.

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    Explore the Big Data Analytics Course Catalog

    • Status: New
      New
      Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Generative AI Applications

      Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Development, Public Cloud, Data Governance, Large Language Modeling, API Design, Cost Management, Information Privacy, Business Ethics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      HashiCorp Certified - Vault Associate Course

      Skills you'll gain: Authentications, Data Security, Cloud Security, Application Security, Key Management, Data Architecture, Encryption, Cyber Security Policies, Role-Based Access Control (RBAC), Identity and Access Management, Authorization (Computing), IT Security Architecture, System Configuration, Command-Line Interface, Application Programming Interface (API)

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Security Architecture & Operations

      Skills you'll gain: Vulnerability Management, Identity and Access Management, IT Security Architecture, Incident Response, Security Controls, Endpoint Security, Cloud Security, Network Security, Cloud Computing, Cybersecurity, Network Architecture, Data Security, Infrastructure Security, Mobile Security, Threat Detection, Firewall, Encryption, Virtual Private Networks (VPN)

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera

      YouTube Insights: Crack the Algorithm

      Skills you'll gain: Content Performance Analysis, Content Strategy, Web Analytics, Content Creation, Social Media Content, Social Media Strategy, Digital Content, Key Performance Indicators (KPIs), Performance Metric, Growth Strategies, Performance Analysis, Digital Media Strategy, Promotional Strategies, Target Audience, Customer Insights

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      AWS: IoT, Machine Learning and Blockchain

      Skills you'll gain: AWS SageMaker, Amazon Web Services, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML), Blockchain, Image Analysis, Remote Access Systems, Text Mining, Computer Vision, Natural Language Processing

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I
      S

      Multiple educators

      Generative AI for Growth Marketing

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI Personalization, Marketing Strategies, Email Marketing, Growth Strategies, Marketing Automation, OpenAI, Marketing Effectiveness, Marketing Analytics, Customer experience strategy (CX), Customer Engagement, Lead Generation, Large Language Modeling, Customer Insights, Artificial Intelligence, Program Development, Customer Retention, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.8K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free
      Free
      C

      Clemson University

      Database Management Systems

      Skills you'll gain: MySQL, Database Management Systems, Relational Databases, Database Design, Databases, SQL, Performance Tuning, Database Architecture and Administration, Data Modeling, Transaction Processing, NoSQL, Query Languages, Distributed Computing, Data Manipulation

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      P

      Packt

      Introduction to Programming with C#12 and .NET8

      Skills you'll gain: GitHub, Version Control, Object Oriented Programming (OOP), Debugging, Development Environment, C# (Programming Language), Microsoft Visual Studio, Microsoft Development Tools, Computer Programming, Programming Principles, Integrated Development Environments, .NET Framework, Data Structures

      Beginner · Course · 3 - 6 Months

    • Status: New
      New
      T

      The University of Edinburgh

      Observing Earth From Space

      Skills you'll gain: Environmental Monitoring, Spatial Data Analysis, Geospatial Information and Technology, Geospatial Mapping, Environment, Geographic Information Systems, Environment and Resource Management, Data Ethics, Environmental Science, Image Analysis, Continuous Monitoring, Data Collection, Forecasting

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Business Model & Product Pitch

      Skills you'll gain: Business Modeling, Entrepreneurship, Growth Strategies, Price Negotiation, Business Planning, Financial Modeling, Cost Accounting, Product Strategy, Product Development, New Product Development, Business Strategies, Value Propositions, Presentations, Business Metrics, Customer Acquisition Management, Market Analysis, Fundraising

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Emory University

      Mastering Business Essentials: Marketing

      Skills you'll gain: Marketing, Strategic Marketing, Promotional Strategies, Product Marketing, Content Marketing, Customer Acquisition Management, Marketing Strategies, Business Marketing, Marketing Channel, Marketing Communications, Customer Retention, Customer Analysis, Product Strategy, Target Market, Marketing Analytics, Target Audience, Supply Chain

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      W

      Whizlabs

      Exam Prep AI-900: Microsoft Certified Azure AI Fundamentals

      Skills you'll gain: Generative AI, Microsoft Azure, Image Analysis, Computer Vision, OpenAI, Artificial Intelligence, Natural Language Processing, Machine Learning, Data Ethics, Deep Learning, Text Mining, Data Science

      Beginner · Course · 1 - 3 Months

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

    • AWS Generative AI Applications: Amazon Web Services
    • HashiCorp Certified - Vault Associate Course: Packt
    • Security Architecture & Operations: Packt
    • YouTube Insights: Crack the Algorithm: Coursera
    • AWS: IoT, Machine Learning and Blockchain: Whizlabs
    • Generative AI for Growth Marketing: IBM
    • Database Management Systems: Clemson University
    • Introduction to Programming with C#12 and .NET8: Packt
    • Observing Earth From Space: The University of Edinburgh
    • Business Model & Product Pitch: University of Minnesota

    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)

    Frequently Asked Questions about Big Data Analytics

    Big data analytics refers to the application of advanced data analysis techniques to datasets that are very large, diverse (including structured and unstructured data), and often arriving in real time. The ability to process data at this scale is increasingly essential to navigating today’s business world, and it is at the core of important applications such as machine learning, business intelligence, financial engineering, and other software tools to enable data-informed decision-making.

    Computer programs have been used to assist with data analysis for decades, but tools like Microsoft Excel and traditional relational database management systems (RDBMS) queried with SQL are not capable of handling today’s high-volume, high-velocity datasets. Instead, today’s data management professionals rely on high-powered data infrastructure designed to work with distributed file systems and cloud computing resources - particularly the open-source Apache Hadoop ecosystem, including high-speed data processing with Apache Spark and distributed SQL engines like Apache Hive.‎

    Organizations of all types and sizes are seeking ways to leverage the possibilities of big data to improve operations through reduced costs and faster decision-making, create new products and services, or advance our knowledge about the world. Big data analytics skills can thus open up a wide range of career opportunities, from working as a “quant” on Wall Street to developing navigation systems for autonomous vehicles to helping to discover more effective medicines and drugs in health science.

    Two of the most broadly-applicable roles in this field are data engineers, who build the data infrastructure needed to deliver big data-scale datasets efficiently and reliably, and the data scientists responsible for analyzing them. These roles are in high demand, and are highly-paid as well; according to Glassdoor, data engineers earn an average annual salary of $102,864, and data scientists earn an average annual salary of $113,309.‎

    Absolutely! Data science is one of the most popular topics to learn about on Coursera, and there are a variety of options to build your skills in big data analytics. You can take online courses and Specializations from top-ranked schools like the University of Pennsylvania and the University of California San Diego, as well as leading companies like IBM, PwC, Cloudera, and Google Cloud. And regardless of where you choose to learn from, Coursera gives you the ability to access course materials and complete assignments on a flexible schedule, making this a great fit for students and mid-career professionals alike.‎

    Before you start learning big data analytics, it’s helpful to have an understanding of database management and the fundamentals of how programming languages work. Specifically, experience with SQL, Python, Java, or R can be useful when studying big data analytics. You also may find it beneficial to know how to work with Hadoop and Linux and use basic math and statistics. Additionally, strong analytical skills and a curiosity about playing with data come in handy when you learn big data analytics.‎

    The right people for roles in big data analytics are inquisitive problem solvers who like working with numbers and using statistics to sort through large amounts of data. They typically have work experience or coursework in high-level math or computer programming. A background in behavioral analysis can also be useful for roles in big data analytics because individuals often seek to understand or predict what influences the behavior represented by data. Big data analysts may often need soft skills, such as communication and collaboration skills they use when explaining what they see in the data and working with team members on projects.‎

    If you like working with numbers and are comfortable using statistical techniques, learning big data analytics may be right for you. The amount of data collected on a daily basis is already massive and continues to grow, so organizations need analysts who can curate and prepare data for businesses, governments, and other groups to use. Learning big data analytics may interest you if you possess strong analytical and problem-solving skills and want to apply those skills to sorting and analyzing data to find what’s useful for a client. You may be able to use the knowledge you gain to land an internship or seek a career in data science filling roles in a variety of industries.‎

    Online Big Data Analytics courses offer a convenient and flexible way to enhance your existing knowledge or learn new Big Data Analytics skills. With a wide range of Big Data Analytics classes, you can conveniently learn at your own pace to advance your Big Data Analytics career skills.‎

    When looking to enhance your workforce's skills in Big Data Analytics, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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