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    Results for "machine learning"

    • Status: Free Trial
      Free Trial
      I

      Infosec

      Advanced Python - Reconnaissance

      Skills you'll gain: MITRE ATT&CK Framework, Penetration Testing, Cyber Operations, Scripting, Cybersecurity, Python Programming, Network Analysis, Authentications, Automation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      52 reviews

      Mixed · Course · 1 - 4 Weeks

    • B

      Board Infinity

      Security for Artificial Intelligence Software and Services

      Skills you'll gain: Secure Coding, Data Ethics, Vulnerability Assessments, Security Strategy, Security Engineering, Threat Modeling, Data Security, Penetration Testing, Security Controls, Artificial Intelligence, Cybersecurity, Continuous Monitoring, Encryption, Information Privacy

      3.5
      Rating, 3.5 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      Python: de cero a analista de datos

      Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Plot (Graphics), Data Analysis, Package and Software Management, Data Science, Python Programming, Jupyter, Data Visualization Software, Statistical Analysis, Scatter Plots, Graphing, Data Import/Export, Software Installation, Computational Thinking, Mac OS

      4.3
      Rating, 4.3 out of 5 stars
      ·
      42 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Tables, Data & Networking in iOS

      Skills you'll gain: JSON, Apple iOS, Mobile Development, Application Programming Interface (API), Swift Programming, Data Storage, Model View Controller, Data Modeling, Data Storage Technologies, UI Components, Network Protocols

      4.6
      Rating, 4.6 out of 5 stars
      ·
      137 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Kalman Filter Boot Camp (and State Estimation)

      Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Applied Mathematics, Control Systems, Time Series Analysis and Forecasting, Simulation and Simulation Software, Probability & Statistics, System Implementation, Differential Equations

      4.9
      Rating, 4.9 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 4 Weeks

    • F

      Fundação Lemann

      Aprenda a ensinar programação com o Programaê!

      Skills you'll gain: Programming Principles, Education Software and Technology, Computer Programming, Learning Management Systems, Computational Thinking, Algorithms

      4.8
      Rating, 4.8 out of 5 stars
      ·
      124 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Leadership in Interprofessional Informatics

      Skills you'll gain: Team Leadership, Leadership, Health Informatics, Innovation, Nursing, Interpersonal Communications, Cultural Diversity, Emerging Technologies

      4.2
      Rating, 4.2 out of 5 stars
      ·
      23 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Robotics Engineering & Applications

      Skills you'll gain: Automation Engineering, Internet Of Things, Control Systems, Robotic Process Automation, Automation, Image Analysis, Computer Vision, Equipment Design, Engineering, Program Development, Mechanical Design, Manufacturing Processes, Mechanical Engineering, Electronics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      25 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Social Media Analytics

      Skills you'll gain: Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Data Literacy, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Data Manipulation, Facebook, Sociology, Natural Language Processing, Text Mining, Analytics, Trend Analysis

      4.2
      Rating, 4.2 out of 5 stars
      ·
      10 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Teacher SEL: Programs, Possibilities, and Contexts

      Skills you'll gain: Mindfulness, Teaching, School Psychology, Self-Awareness, Social Studies, Storytelling, Adult Education, Parent Communication, Stress Management, Cultural Sensitivity, Community Development, Collaboration, Liberal Arts

      4.7
      Rating, 4.7 out of 5 stars
      ·
      150 reviews

      Advanced · Course · 1 - 4 Weeks

    • W

      Whizlabs

      Exam Prep DP-300: Azure Database Administrator Associate

      Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Transact-SQL, Database Architecture and Administration, Performance Tuning, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines, Scalability

      3.9
      Rating, 3.9 out of 5 stars
      ·
      14 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Databricks to Local LLMs

      Skills you'll gain: Databricks, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, Data Pipelines, Large Language Modeling, Apache Spark, Analytics, Data Analysis, Data Ethics, Data Science, CI/CD, Data Governance

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Advanced Python - Reconnaissance: Infosec
    • Security for Artificial Intelligence Software and Services: Board Infinity
    • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
    • Tables, Data & Networking in iOS: LearnQuest
    • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
    • Aprenda a ensinar programação com o Programaê!: Fundação Lemann
    • Leadership in Interprofessional Informatics : University of Minnesota
    • Robotics Engineering & Applications: L&T EduTech
    • Social Media Analytics: Johns Hopkins University
    • Teacher SEL: Programs, Possibilities, and Contexts: University of Colorado Boulder

    Frequently Asked Questions about Machine Learning

    Machine learning courses on Coursera cover a range of essential skills including:

    • Supervised learning and unsupervised learning methodologies
    • Neural networks and deep learning architectures
    • Algorithmic foundations such as regression, classification, and clustering
    • Data preprocessing, feature engineering, and data augmentation techniques
    • Model evaluation and optimization methods
    • Practical applications of machine learning in various industries
    • Implementation of machine learning algorithms using Python and libraries like TensorFlow and PyTorch‎

    No prior programming experience is required to begin beginner machine learning courses, but having some foundational knowledge in programming (especially Python) can be very beneficial. The curriculum is structured to accommodate learners at all levels:

    • Beginners can start with introductory courses that cover basic programming and data handling.
    • Intermediate learners can advance to applying machine learning algorithms on real data.
    • Advanced professionals can explore specialized areas such as deep learning, reinforcement learning, or natural language processing.‎

    Machine learning courses on Coursera offer a variety of credentialing options:

    • Professional certificates that demonstrate a more comprehensive understanding of machine learning concepts and techniques.
    • Specialized course certificates in areas such as artificial intelligence, data science, or specific technologies like TensorFlow.
    • Certifications from leading tech companies and universities that can help enhance your professional credibility and career prospects.‎

    Skills in machine learning can open doors to numerous high-demand roles in technology and research, including:

    • Machine Learning Engineer
    • Data Scientist
    • AI Research Scientist
    • Robotics Engineer
    • Quantitative Analyst in finance
    • Software Developer specializing in AI
    • Professionals in these roles utilize machine learning techniques to create innovative solutions, improve data-driven decision-making, and push the boundaries of artificial intelligence.

    Discover which machine learning role suits you best by taking our career quiz!‎

    Yes, Coursera offers a variety of free courses across many topics, including machine learning. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.‎

    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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