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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

    • U

      University of Illinois Urbana-Champaign

      U.S. Federal Taxation

      Skills you'll gain: Corporate Tax, Income Tax, Partnership Accounting, Tax Laws, Tax Returns, Tax Compliance, Depreciation, Tax Preparation, Liquidation, Property Accounting, Corporate Accounting, Tax Management, Payroll Tax, Corporate Finance, Tax Planning, Payroll, Real Estate Transactions, Specialized Accounting, Strategic Decision-Making, Organizational Structure

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      938 reviews

      Intermediate · Specialization · 3 - 6 Months

    • A

      Arizona State University

      Teach English Now! Technology Enriched Teaching

      Skills you'll gain: Learning Management Systems, Education Software and Technology, Technology Strategies, End User Training and Support, Emerging Technologies, Innovation, Digital Transformation, Language Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.7K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      É

      École Polytechnique Fédérale de Lausanne

      Municipal Solid Waste Management in Developing Countries

      Skills you'll gain: Waste Minimization, Environmental Engineering, Pollution Prevention, Environmental Management Systems, Environment and Resource Management, Governance, Environmental Science, Community Development, Environmental Regulations, Environmental Policy

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Washington

      Machine Learning: Clustering & Retrieval

      Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free
      Free
      É

      École Polytechnique

      Comprendre la France, Advanced French Language & Culture

      Skills you'll gain: Oral Expression, Oral Comprehension, Writing, Vocabulary, Language Learning, Grammar, Culture, Political Sciences, Cultural Diversity, European History, Art History, World History, Science and Research, Social Sciences

      4.9
      Rating, 4.9 out of 5 stars
      ·
      123 reviews

      Advanced · Course · 1 - 3 Months

    • G

      Google Cloud

      Introduction to Large Language Models

      Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML)

      4.4
      Rating, 4.4 out of 5 stars
      ·
      959 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      Y

      Yale University

      Overcoming Dyslexia

      Skills you'll gain: Disabilities, Special Education, Literacy, Individualized Education Programs (IEP), Mental and Behavioral Health Specialties, Working With Children, Psychological Evaluations, Education Software and Technology, Resilience, Empowerment, Learning Strategies, Law, Regulation, and Compliance, Neurology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      963 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Pennsylvania

      AI Applications in Marketing and Finance

      Skills you'll gain: AI Personalization, Big Data, Credit Risk, Risk Management, Personalized Service, Digital Transformation, Business Risk Management, Customer Insights, Machine Learning, Marketing Analytics, Data Mining, Customer Engagement, Risk Analysis, Advanced Analytics, Data-Driven Decision-Making, Anomaly Detection, MarTech, Financial Data, Consumer Behaviour, Customer experience improvement

      4.6
      Rating, 4.6 out of 5 stars
      ·
      392 reviews

      Mixed · Course · 1 - 4 Weeks

    • R

      Rutgers the State University of New Jersey

      Supply Chain Operations

      Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Process Improvement, Operations Management, Production Process, Six Sigma Methodology, Operational Efficiency, Quality Improvement, Kanban Principles, Continuous Improvement Process, Inventory Control, Inventory Management System

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Illinois Urbana-Champaign

      Corporate & Commercial Law I: Contracts & Employment Law

      Skills you'll gain: Certified Public Accountant, Labor Law, Commercial Laws, Regulation and Legal Compliance, Bankruptcies, Organizational Structure, Legal Writing, Business, Contract Management, Sales

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Intermediate · Course · 1 - 3 Months

    • M

      MathWorks

      Predictive Modeling and Machine Learning with MATLAB

      Skills you'll gain: Supervised Learning, Applied Machine Learning, Matlab, Regression Analysis, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning, Predictive Analytics, Feature Engineering, Statistical Modeling, Data Processing, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      118 reviews

      Beginner · Course · 1 - 4 Weeks

    • R

      Rice University

      Fundamentals of Computing

      Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Probability, Computer Programming, Bioinformatics, Interactive Design, Program Development, Big Data, Python Programming, Mathematical Software, Data Analysis, Theoretical Computer Science, Computer Science

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.1K reviews

      Beginner · Specialization · 3 - 6 Months

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    1…414243…449

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

    • U.S. Federal Taxation: University of Illinois Urbana-Champaign
    • Teach English Now! Technology Enriched Teaching: Arizona State University
    • Municipal Solid Waste Management in Developing Countries: École Polytechnique Fédérale de Lausanne
    • Machine Learning: Clustering & Retrieval: University of Washington
    • Comprendre la France, Advanced French Language & Culture : École Polytechnique
    • Introduction to Large Language Models: Google Cloud
    • Overcoming Dyslexia: Yale University
    • AI Applications in Marketing and Finance: University of Pennsylvania
    • Supply Chain Operations: Rutgers the State University of New Jersey
    • Corporate & Commercial Law I: Contracts & Employment Law: University of Illinois Urbana-Champaign

    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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