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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


  • U

    University of London

    Graduate Diploma in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Model Evaluation, Transfer Learning, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Master of Science in Data Analytics Engineering

    Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Data Presentation, Unsupervised Learning, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Model Evaluation, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Database Design, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Predictive Analytics, Social Determinants Of Health, Gerontology, Digital Transformation, Governance, Matplotlib, Biostatistics, Risk Analysis, Bayesian Statistics

    Earn a degree

    Degree · 1 - 4 Years

  • N

    Nikolai Schuler

    Microsoft Power BI Desktop - The Practical Bootcamp

    Skills you'll gain: Data Storytelling, Power BI, Interactive Data Visualization, Data Visualization, Advanced Analytics, Data Modeling, Data Transformation, Dashboard, Data Visualization Software, Data Manipulation, Data Analysis, Data Integration, Data Cleansing, Data Import/Export, Performance Tuning, Software Installation

    Beginner · Course · 1 - 3 Months

  • J

    James Spurin

    Dive Into Ansible - Beginner to Expert in Ansible - DevOps

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Cloud-Native Computing, Devops Tools, YAML, CI/CD, IT Automation, Docker (Software), Containerization, Amazon Web Services, Shell Script, Amazon Elastic Compute Cloud, Command-Line Interface, Data Security, Python Programming, Performance Tuning, Configuration Management

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Infographics, Data Visualization, Dashboard, Marketing Analytics, Cash Flows, Financial Statement Analysis, Advertising, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Matplotlib, Random Forest Algorithm, Operations Research, Mathematical Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Power Electronics Graduate Certificate

    Skills you'll gain: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Semiconductors, Technical Design, electromagnetics, Electrical Systems, Computer Programming Tools

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • J

    James Spurin

    Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams

    Skills you'll gain: Containerization, Docker (Software), Kubernetes, Cloud-Native Computing, Prometheus (Software), CI/CD, DevOps, Grafana, Microservices, Scalability, Application Programming Interface (API), Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Fundamentos TIC para negocios: Desarrollo de software

    Skills you'll gain: Software Development Life Cycle, Software Development Methodologies, User Interface (UI) Design, Agile Software Development, Data Quality, Project Management, Information Systems, Cross-Functional Collaboration, Business Systems, Mobile Development, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • U

    University of London

    Graduate Certificate in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

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

  • Graduate Diploma in Computer Science: University of London
  • Fine-tuning Text Models with PEFT: Coursera
  • Master of Science in Data Analytics Engineering: Northeastern University
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Microsoft Power BI Desktop - The Practical Bootcamp: Nikolai Schuler
  • Dive Into Ansible - Beginner to Expert in Ansible - DevOps: James Spurin
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams: James Spurin

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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