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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


  • P

    Packt

    HMI Design and Intermediate PLC Programming

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, UI Components, Control Panels, Interactive Design, Simulations, Interactive Data Visualization, Debugging, Electrical Safety, User Interface (UI) Design, Program Development, Computational Logic, Authorization (Computing), System Configuration

    Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    CPS Design with ARM Core using MicroPython for Industries

    Skills you'll gain: Embedded Systems, Embedded Software, Internet Of Things, Vibrations, Control Systems, Machine Controls, Civil Engineering, Electronic Systems, Electronics Engineering, Structural Engineering, Energy and Utilities, Electronics, Maintenance, Repair, and Facility Services, Automation, Integrated Development Environments, Environmental Monitoring, Traffic Flow Optimization, System Monitoring, Continuous Monitoring, Communication Systems

    ★ 4 (9) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Creating Azure Serverless Functions in a Real-World Scenario

    Skills you'll gain: Serverless Computing, Microsoft Azure, Microservices, NoSQL, Microsoft Development Tools, Cloud Deployment, Front-End Web Development, Cloud Development, Hypertext Markup Language (HTML), HTML and CSS, Software Development, Cloud Computing, Microsoft Visual Studio, DevOps, Integrated Development Environments

    ★ 4.6 (15) · Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Coding with Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Object Oriented Programming (OOP), Artificial Neural Networks, Computer Programming, Debugging, Python Programming, Critical Thinking

    ★ 4.1 (23) · Intermediate · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Overview of Important Protocols

    Skills you'll gain: Network Protocols, Network Troubleshooting, Network Planning And Design, Routing Protocols, Network Routing, OSI Models, Computer Networking, Dynamic Host Configuration Protocol (DHCP), Network Security, File Transfer Protocol (FTP), Remote Access Systems

    Beginner · Course · 1 - 3 Months

  • U

    Universidades Anáhuac

    Coaching educativo para ambientes de aprendizaje

    Skills you'll gain: Coaching, Conflict Management, Employee Coaching, Dealing With Ambiguity, Personal Development, Learning Strategies, Self-Awareness, Adaptability, Productivity, Culture

    ★ 4.5 (8) · Mixed · Course · 1 - 3 Months

  • P

    Packt

    Cisco CCNP Data Center DCCOR (350-601)

    Skills you'll gain: Data Centers, Ansible, Open Shortest Path First (OSPF), Routing Protocols, Network Switches, Computing Platforms, Software-Defined Data Center (SDDC), Virtual Networking, Virtual Local Area Network (VLAN), IT Automation, Security Controls, Network Infrastructure, Devops Tools, Network Engineering, Border Gateway Protocol, Network Routers, Network Routing, Infrastructure Security, Network Monitoring, Data Storage Technologies

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: Fine-tuning, PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, LLM Application, Generative Model Architectures

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Generative AI with Vertex AI: Build a customer chatbot

    Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), LLM Application, Large Language Modeling, Generative AI, Prompt Engineering, Natural Language Processing, Jupyter, Python Programming, Classification Algorithms

    ★ 4.1 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Mastering DeepSeek: From Architecture to Application

    Skills you'll gain: DeepSeek API, Deepseek, Retrieval-Augmented Generation, AI Integrations, Model Deployment, Fine-tuning, Make.com, Generative Model Architectures, Generative AI Agents, LLM Application, Cloud Deployment, Model Training, Embeddings, Software Documentation, Key Management

    Beginner · Course · 1 - 3 Months

  • U

    University of Glasgow

    Generative AI in the Classroom for Educators

    Skills you'll gain: Responsible AI, AI literacy, digital literacy, Digital pedagogy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, AI Integrations, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking

    ★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Model Optimization, Cloud Deployment, LLM Application, Retrieval-Augmented Generation, Large Language Modeling

    ★ 4.8 (8) · Beginner · Course · 1 - 4 Weeks

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

  • HMI Design and Intermediate PLC Programming: Packt
  • CPS Design with ARM Core using MicroPython for Industries: L&T EduTech
  • Creating Azure Serverless Functions in a Real-World Scenario: Coursera
  • Coding with Generative AI: Fractal Analytics
  • Overview of Important Protocols: Cisco Learning and Certifications
  • Coaching educativo para ambientes de aprendizaje: Universidades Anáhuac
  • Cisco CCNP Data Center DCCOR (350-601): Packt
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Generative AI with Vertex AI: Build a customer chatbot: Coursera
  • Mastering DeepSeek: From Architecture to Application: Board Infinity

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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