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    Results for "advanced machine learning"

    • R

      Rice University

      Introduction to Scripting in Python

      Skills you'll gain: Data Visualization Software, Plot (Graphics), Package and Software Management, Python Programming, Programming Principles, Data Processing, Data Mapping, Data Manipulation, Software Installation, Development Environment, Data Structures, File Management, Scripting, Data Storage, Data Import/Export, Program Development, Data Integration, Data Analysis, Computer Programming, Integrated Development Environments

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.3K reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of California, Davis

      Spanish Vocabulary: Meeting People

      Skills you'll gain: Spanish Language, Grammar, Language Learning, Vocabulary, Oral Expression, Oral Comprehension, Literacy

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      Institute for the Future

      Futures Thinking

      Skills you'll gain: Forecasting, Visionary, Proactivity, Innovation, Strategic Thinking, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Systems Thinking, Virtual Reality, Trend Analysis, Empathy, Market Trend, Game Theory, Cognitive flexibility, Storytelling, Personal Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.8K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: AI skills
      AI skills
      M

      Microsoft

      Microsoft Project Management

      Skills you'll gain: Earned Value Management, Stakeholder Engagement, Project Closure, Stakeholder Management, Team Performance Management, Team Building, Agile Methodology, Risk Analysis, Agile Project Management, Stakeholder Communications, Project Management Institute (PMI) Methodology, Systems Thinking, Project Implementation, Project Performance, Project Planning, Virtual Teams, Project Management Life Cycle, Scheduling, Project Schedules, Project Risk Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      420 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • C

      Coursera Project Network

      Detecting COVID-19 with Chest X-Ray using PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Medical Imaging, Computer Vision, X-Ray Computed Tomography

      4.5
      Rating, 4.5 out of 5 stars
      ·
      337 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free
      Free
      Y

      Yale University

      Essentials of Global Health

      Skills you'll gain: Health Disparities, Health Systems, Public Health, Epidemiology, Infectious Diseases, Chronic Diseases, Health Policy, Environment Health And Safety, Maternal Health, Injury Prevention, Nutrition and Diet, Child Health

      4.9
      Rating, 4.9 out of 5 stars
      ·
      2.2K reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of California, Davis

      Computational Social Science

      Skills you'll gain: Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Simulations, Big Data, Systems Thinking, Data Science, Research Methodologies, Machine Learning, Data Collection, Computational Thinking, Economics, Policy, and Social Studies, Graph Theory, Agentic systems

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Colorado Boulder

      Excel/VBA for Creative Problem Solving, Part 1

      Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Data Structures, Program Development, Computer Programming, Spreadsheet Software, Automation, Algorithms, Debugging, Data Management, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.3K reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Embedding Sensors and Motors

      Skills you'll gain: Control Systems, Process Control, Embedded Systems, Machine Controls, Programmable Logic Controllers, Embedded Software, Electronic Systems, Automation Engineering, Hardware Design, Electronics Engineering, Basic Electrical Systems, Manufacturing Processes, Electrical Engineering, Manufacturing and Production, Electronics, Electronic Components, Power Electronics, Three-Phase, Medical Equipment and Technology, Electrical Systems

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 3 - 6 Months

    • I

      IBM

      Generative AI and LLMs: Architecture and Data Preparation

      Skills you'll gain: Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Text Mining, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, Data Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      189 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      IBM

      AI Capstone Project with Deep Learning

      Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Image Analysis, Data Manipulation, Deep Learning, Verification And Validation, Data Processing, Predictive Modeling, Applied Machine Learning, Computer Vision, Scientific Visualization, Artificial Neural Networks

      4.5
      Rating, 4.5 out of 5 stars
      ·
      635 reviews

      Advanced · Course · 1 - 4 Weeks

    • D

      DeepLearning.AI

      Advanced Deployment Scenarios with TensorFlow

      Skills you'll gain: Tensorflow, Application Deployment, MLOps (Machine Learning Operations), Deep Learning, Applied Machine Learning, Information Privacy, Web Servers, Artificial Neural Networks, Data Security, Data Visualization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      510 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Introduction to Scripting in Python: Rice University
    • Spanish Vocabulary: Meeting People: University of California, Davis
    • Futures Thinking: Institute for the Future
    • Microsoft Project Management: Microsoft
    • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera Project Network
    • Essentials of Global Health: Yale University
    • Computational Social Science: University of California, Davis
    • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
    • Embedding Sensors and Motors: University of Colorado Boulder
    • Generative AI and LLMs: Architecture and Data Preparation: IBM

    Frequently Asked Questions about Advanced Machine Learning

    Advanced machine learning is a field of computer science that looks at how to improve computing power by allowing programs to learn as they run, without additional programming. It is a form of artificial intelligence. Advanced machine learning calls for sophisticated programming that includes statistical analysis and generative adversarial networks to find the best path to learning.‎

    Typical careers that use advanced machine learning are in data engineering, data science, and computer programming. These are fields where work with big data sets is expected to increase. Advanced machine learning is also widely used in algorithmic trading and finance, so people who want to work in financial markets may want to learn it. Advanced machine learning is a field that is expected to grow as more computing environments include some aspects of machine learning. Management careers that involve data analysis, strategic planning, and prediction are easier when the programs can learn about the data involved.‎

    Online courses can help you learn advanced machine learning through courses, Specializations, and Professional Certificates offered by universities and by software companies. Courses in Apache Spark, Keras, TensorFlow, MongoDb, and PySpark, among other packages, can help you learn how machine learning works in specific programming environments. Other classes cover the math and statistics needed to understand the underlying logic. Despite the name, not all courses are at an advanced level, although beginner courses in advanced machine learning call for background knowledge. Specializations and Guided Projects help you demonstrate your knowledge and test what you know.‎

    You'll want to make sure you have a strong foundation of machine learning fundamentals before moving onto advanced concepts and classes. It's helpful to know the fundamentals of scalable data science and mathematics, including linear algebra and multivariate calculus. Programming, especially in Python, is also recommended, as is basic knowledge of SQL. ‎

    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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