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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


  • D

    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, LLM Application, Vibe coding, Generative AI, Code Review, Generative Model Architectures, Program Development, Software Development Methodologies, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6 stars, 667 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (667) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    4.2 stars, 376 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (376) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    IT Infrastructure Monitoring: Prometheus, Nagios, and Zabbix

    Skills you'll gain: Grafana, System Monitoring, Dashboard, Network Monitoring, Event Monitoring, VMware ESX Servers, Continuous Monitoring, System Configuration, Systems Administration, Incident Management, IT Management, Network Performance Management, Linux, Cloud Management, Infrastructure Security, Servers, Network Infrastructure, Cloud Applications, Operations, Design

    4.8 stars, 24 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (24) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Digital Banking & Fintech Transformation

    Skills you'll gain: Banking Services, Bank Regulations, Mobile Banking, Banking, Risk Management Framework, FinTech, Security Controls, Customer Relationship Management, Payment Systems, Cyber Risk, Financial Services, Cyber Attacks, Cybersecurity, Regulatory Requirements, Financial Inclusion, Financial Systems, Cloud Security, Blockchain, Risk Management, Governance

    4.9 stars, 19 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (19) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of North Texas

    College English Prep

    Skills you'll gain: Writing, Grammar, Writing and Editing, Literacy, Proofreading, Editing, Vocabulary, English Language

    Mixed · Course · 1 - 4 Weeks

  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 186 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (186) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • P

    Packt

    Understanding Generative AI Core Concepts

    Skills you'll gain: Prompt Engineering, Generative AI, GitHub Copilot, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Development Environment, AI literacy, Large Language Modeling, Software Development Tools, Microsoft Development Tools, Artificial Intelligence, Microsoft Visual Studio, Integrated Development Environments, Machine Learning, .NET Framework, Software Installation, Microsoft Azure

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • V

    Voxy

    Intermediate English: Multichannel Communication

    Skills you'll gain: Business Correspondence, Verbal Communication Skills, Business Communication, English Language, Business Writing, Oral Expression, Writing, Telephone Skills, Interpersonal Communications, Communication, Social Media Content, Social Media, Language Competency, Media and Communications, Language Learning, Vocabulary, Grammar

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Assistants

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, AI powered creativity, Generative AI Agents, Ideation, Verification And Validation, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, Responsible AI, AI Enablement, Risking, Artificial Intelligence, Expense Reports

    4.8 stars, 9.5K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (9.5K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Culture and Art

    Skills you'll gain: Oral Expression, Oral Comprehension, Grammar, English Language, Language Learning, Vocabulary, Literacy, Video Production, Writing, Art History, Blogs, Content Creation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    AI LLM Fundamentals: Intro to Large Language Models+ChatGPT

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • P

    Packt

    Master NVIDIA AI Infrastructure & Pass NCA-AIIO

    Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Data Centers, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, AI Workflows, Data Infrastructure, Network Infrastructure, Model Deployment, Infrastructure Architecture, Generative Model Architectures, Cloud Deployment, Artificial Intelligence, AI Orchestration, Kubernetes, Network Architecture, Model Training, AI literacy, Hardware Architecture, Machine Learning

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • Python Essentials for MLOps: Duke University
  • IT Infrastructure Monitoring: Prometheus, Nagios, and Zabbix: EDUCBA
  • Digital Banking & Fintech Transformation: EDUCBA
  • College English Prep: University of North Texas
  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)
  • Understanding Generative AI Core Concepts: Packt
  • Intermediate English: Multichannel Communication: Voxy
  • Generative AI Assistants: Vanderbilt University
  • English for Culture and Art: Arizona State University

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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