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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • C

    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Strategy, Data Management, Business Analytics, Performance Metric, Descriptive Statistics, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Houston

    Value-Based Care: Organizational Competencies

    Skills you'll gain: Value-Based Care, Organizational Change, Care Coordination, Managed Care, Health Care Administration, Business Transformation, Change Management, Organizational Effectiveness, Organizational Structure, Governance, Health Policy, Health Technology, Expense Management, Performance Measurement, Financial Modeling, Finance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    The Art of Doing - Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Javascript, Web Design, Event-Driven Programming, Web Design and Development, Development Environment, Web Development, Integrated Development Environments, Web Applications, Hypertext Markup Language (HTML), Programming Principles, Graphic and Visual Design, Animations, Typography, Color Theory, Software Installation, Web Analytics and SEO, Data Validation

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Gender Foundations in Health Data: A Data for Health Course

    Skills you'll gain: Health Equity, Health Disparities, Public Health and Disease Prevention, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Promotion, Health Informatics, Data Analysis, Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    IA en salud y prevención de lesiones

    Skills you'll gain: AI Personalization, Medical Equipment and Technology, AI Enablement, Healthcare Ethics, Risk Modeling, Health Systems, Gynecology, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Risking, Accident Prevention, Predictive Modeling, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Machine Learning Methods

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Build a Role-Based Java Web Application

    Skills you'll gain: Java Programming, Database Application, Full-Stack Web Development, Web Applications, Model View Controller, Authentications, Authorization (Computing), Identity and Access Management, Business Logic, Dashboard Creation, Data Access

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Managing Windows Servers, Virtualization, & Containerization

    Skills you'll gain: Windows Servers, Hyper-V, Containerization, Kubernetes, Docker (Software), Virtualization, Virtual Machines, Server Administration, Hybrid Cloud Computing, Microsoft Azure, Operating System Administration, Microsoft Windows, Infrastructure As A Service (IaaS), Cloud Management, Systems Administration, Remote Access Systems

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Building Resilient Streaming Systems on GCP em Português Brasileiro

    Skills you'll gain: Real Time Data, Dashboard Creation, Dataflow, Data Pipelines, Dashboard, Google Cloud Platform, Data Integration, Cloud-Based Integration, Event-Driven Programming, Capacity Management, Data Processing, Data Presentation, Data Transformation, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    System Hacking, Malware Threats, and Network Attacks

    Skills you'll gain: Vulnerability Assessments, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Cybersecurity, Malware Protection, Penetration Testing, Cyber Threat Intelligence, Exploitation techniques, Threat Management, Brute-force attacks, Network Security, Information Systems Security, Security Awareness, Human Factors (Security), Authentications, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply C Programming to Build an Online Exam Portal

    Skills you'll gain: Data Persistence, File I/O, C (Programming Language), Debugging, Code Reusability, Computational Thinking, File Management, Programming Principles, C and C++, Program Development, Data Storage, Application Design, Algorithms

    Mixed · Course · 1 - 4 Weeks

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

  • Transform Audio: Extract Features & Augment Models: Coursera
  • Cours intensif sur la science des données: Johns Hopkins University
  • Value-Based Care: Organizational Competencies: University of Houston
  • The Art of Doing - Web Development for Beginners: Packt
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University
  • IA en salud y prevención de lesiones: Real Madrid Graduate School Universidad Europea
  • Build a Role-Based Java Web Application: EDUCBA
  • Managing Windows Servers, Virtualization, & Containerization: SkillUp
  • Building Resilient Streaming Systems on GCP em Português Brasileiro: Google Cloud

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)

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