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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


  • A

    Amazon Web Services

    Securely Connecting AWS IoT Devices to the Cloud V01.00.00

    Skills you'll gain: Internet Of Things, Amazon Web Services, Cloud Hosting, Cloud Security, Real Time Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, System Monitoring, Verification And Validation, Legal Technology, Semantic Web, E-Commerce, Large Language Modeling, Data Validation, Unsupervised Learning, Data Manipulation, Dimensionality Reduction, Performance Metric, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build a product splash page with HTML and CSS

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Web Design and Development, Web Design, Cloud Deployment, User Interface (UI), User Interface (UI) Design, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Debugging: Hunting and Squashing Bugs

    Skills you'll gain: Debugging, Unit Testing, File I/O, Integrated Development Environments, Program Development, Computer Programming Tools, Development Environment, Technical Communication, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    The Art of Landscape Photography for Beginners

    Skills you'll gain: Photography, Storytelling, Photo/Video Production and Technology, Design Elements And Principles, Creativity

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    A+ Core 1 V15 - Pearson Cert Prep: Unit 2

    Skills you'll gain: Network Troubleshooting, Network Protocols, General Networking, Network Administration, Network Security, Networking Hardware, TCP/IP, Computer Networking, Wireless Networks, Local Area Networks, Virtual Local Area Network (VLAN), Servers, Dynamic Host Configuration Protocol (DHCP), System Configuration, Internet Of Things

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Securing Hosts, Network, and Edge in AWS

    Skills you'll gain: Amazon Web Services, Distributed Denial-Of-Service (DDoS) Attacks, Infrastructure Security, Cloud Security, Network Security, Application Security, Firewall, Amazon Elastic Compute Cloud, Endpoint Security, Data Security, Vulnerability Management, Threat Detection, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

  • I

    Institut Mines-Télécom

    Traitement d'images : introduction au filtrage

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Digital Signal Processing, Python Programming, Computer Programming, Medical Imaging, Mathematics and Mathematical Modeling, Jupyter, Algorithms, Computer Science, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • S

    Scrimba

    Build a Mobile App with Firebase

    Skills you'll gain: Debugging, HTML and CSS, Web Development, Mobile Development, Database Application, Responsive Web Design, Real Time Data, User Interface (UI) Design, Secure Coding, Javascript, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Agile for Product Managers: Scaling Agile Teams

    Skills you'll gain: Scaled Agile Framework, Agile Product Development, Sprint Planning, Agile Methodology, Cross-Functional Collaboration, Dependency Analysis, Coordinating, Strategic Leadership, Product Management, Collaboration, Leadership, Performance Measurement, Team Performance Management, Coordination, Release Management, Prioritization, Innovation, Estimation

    Advanced · Course · 1 - 4 Weeks

  • C

    Codio

    SQL for Software Developers

    Skills you'll gain: PostgreSQL, Database Administration, Database Design, Relational Databases, Database Management, Database Architecture and Administration, SQL, Stored Procedure, Databases, Transaction Processing, Data Manipulation, Query Languages

    Intermediate · Course · 1 - 4 Weeks

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

  • Securely Connecting AWS IoT Devices to the Cloud V01.00.00: Amazon Web Services
  • Validate LLM Embeddings for Production Use: Coursera
  • Build a product splash page with HTML and CSS: Scrimba
  • Decision-Making in Dynamic Environments: LearnQuest
  • Debugging: Hunting and Squashing Bugs: University of Michigan
  • The Art of Landscape Photography for Beginners: Skillshare
  • A+ Core 1 V15 - Pearson Cert Prep: Unit 2: Pearson
  • Securing Hosts, Network, and Edge in AWS: Packt
  • Traitement d'images : introduction au filtrage: Institut Mines-Télécom
  • Build a Mobile App with Firebase: Scrimba

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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