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    • Applied Machine Learning

    Applied Machine Learning Courses Online

    Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

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    Explore the Applied Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      State Estimation and Localization for Self-Driving Cars

      Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Spatial Data Analysis, Mathematical Modeling, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      835 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      Tableau Learning Partner

      Business Analysis Process

      Skills you'll gain: Requirements Elicitation, Business Analysis, Business Metrics, Key Performance Indicators (KPIs), Requirements Analysis, Business Requirements, Process Analysis, Stakeholder Management, Business Process Modeling, Tableau Software, Data Visualization, Business Consulting, Solution Delivery

      4.6
      Rating, 4.6 out of 5 stars
      ·
      124 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Michigan

      Generative AI Essentials: Overview and Impact

      Skills you'll gain: ChatGPT, Generative AI, Large Language Modeling, Natural Language Processing, Artificial Intelligence, Data Ethics, Law, Regulation, and Compliance, Technical Communication, Social Sciences, Economics, Intellectual Property

      4.6
      Rating, 4.6 out of 5 stars
      ·
      217 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Engineering Project Management: Scope, Time and Cost Management

      Skills you'll gain: Project Scoping, Cost Management, Scope Management, Project Estimation, Project Schedules, Earned Value Management, Scheduling, Work Breakdown Structure, Requirements Management, Timelines, Change Management, Budget Management, Project Management, Project Documentation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python Essentials for MLOps

      Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Data Manipulation, Software Testing, Data Import/Export, Python Programming, Debugging, Data Structures, Object Oriented Programming (OOP), Scripting, Program Development, Numerical Analysis, Application Programming Interface (API), Command-Line Interface

      4.2
      Rating, 4.2 out of 5 stars
      ·
      273 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Cisco Learning and Certifications

      Security Operations Center (SOC)

      Skills you'll gain: Threat Modeling, Threat Detection, Cyber Operations, Cybersecurity, Security Information and Event Management (SIEM), Incident Response, Security Management, Computer Security Incident Management, Cyber Attacks, Event Monitoring, Network Monitoring, Automation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      273 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Exploring Data Transformation with Google Cloud

      Skills you'll gain: Data Governance, Digital Transformation, Real Time Data, Google Cloud Platform, Data Management, Data Warehousing, Big Data, Looker (Software), Cloud Storage, Analytics, Business Intelligence, Data Processing, Dataflow, Database Systems, Data Migration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      897 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Design Thinking

      Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Creative Thinking, User Research, Human Centered Design, Creative Problem-Solving, Design Research, Open Mindset, Stakeholder Management, Project Scoping, User Experience Design, Persona Development, Project Planning, Process Mapping, Value Engineering, Product Development, Growth Mindedness, Visionary

      4.6
      Rating, 4.6 out of 5 stars
      ·
      218 reviews

      Beginner · Specialization · 3 - 6 Months

    • K

      Kennesaw State University

      Writing Professional Email and Memos (Project-Centered Course)

      Skills you'll gain: Peer Review, Grammar, Business Writing, Business Correspondence, Writing, Writing and Editing, Editing, Proofreading, Concision, Taking Meeting Minutes, Professionalism, Business Communication, Report Writing, Administrative Support and Clerical Tasks, Target Audience, Communication, Constructive Feedback

      4.3
      Rating, 4.3 out of 5 stars
      ·
      450 reviews

      Mixed · Course · 1 - 3 Months

    • U

      Universitat Autònoma de Barcelona

      Pre-Calculus

      Skills you'll gain: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      569 reviews

      Beginner · Course · 1 - 3 Months

    • Y

      Yale University

      Introduction to Medical Software

      Skills you'll gain: Clinical Trials, Software Development Life Cycle, Software Quality Assurance, Systems Development, Usability, Software Development, Medical Privacy, Human Computer Interaction, Verification And Validation, Risk Management, Medical Management, User Interface (UI), Health Care Procedure and Regulation, Software Design, Healthcare Industry Knowledge, Regulatory Compliance, Health Technology, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      265 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      Architecting Solutions on AWS

      Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Amazon Web Services, API Gateway, Hybrid Cloud Computing, Multi-Tenant Cloud Environments, Information Technology Architecture, Cloud Computing, Performance Tuning, Amazon DynamoDB, Amazon S3, Cloud Security, Amazon CloudWatch, AWS Kinesis, Containerization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      501 reviews

      Intermediate · Course · 1 - 4 Weeks

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    In summary, here are 10 of our most popular applied machine learning courses

    • State Estimation and Localization for Self-Driving Cars: University of Toronto
    • Business Analysis Process: Tableau Learning Partner
    • Generative AI Essentials: Overview and Impact: University of Michigan
    • Engineering Project Management: Scope, Time and Cost Management: Rice University
    • Python Essentials for MLOps: Duke University
    • Security Operations Center (SOC): Cisco Learning and Certifications
    • Exploring Data Transformation with Google Cloud: Google Cloud
    • Design Thinking: University of Virginia
    • Writing Professional Email and Memos (Project-Centered Course): Kennesaw State University
    • Pre-Calculus: Universitat Autònoma de Barcelona

    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 Applied Machine Learning

    It's important to learn about applied machine learning if you want to pursue a career in it or if you want to know how to use it in data analysis. Applied machine learning can be used to solve problems and collect insights from big data sets. When you learn machine learning fundamentals, you will be able to do predictive analysis, data analysis, and text mining. You'll be able to apply different programming languages and platforms to the data problems faced in your organization. Applied machine learning can help you pull insights and make decisions from the information that has been collecting for a long time.‎

    Career opportunities that arise from learning applied machine learning are mostly in computer programming. Applied machine learning, also known as automatic machine learning or AutoML, involves using computer languages for data analysis of large data. Being able to create the programs to do this is important. It is also useful to understand the power and limitations of applied machine learning if you will be using reports and making decisions based on applied machine learning. More and more management information systems include aspects of applied machine learning. This makes the field more useful to those who use data in their daily work.‎

    Online courses on Coursera can help you learn applied machine learning in several languages and platforms, including Python, Matlab, Google Cloud, H20 in R, and TensorFlow. Some courses cover programming languages, and others look at how machine learning is applied to decision making in specific fields. Most courses are at an intermediate level, but a few offer a beginner-level introduction to the fundamentals of applied machine learning and how to chart, plot, and mine text to make big data usable. The courses include lectures, readings, and projects so that you can apply what you learn. Some courses stand alone, and others are part of Specializations and Professional Certificates.‎

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

    When looking to enhance your workforce's skills in Applied Machine Learning, 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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