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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


  • E

    EDUCBA

    Build Serverless Automation with AWS Lambda

    Skills you'll gain: IT Automation, API Design, Automation, Cloud Solutions, Server Side, Back-End Web Development

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Continuous Integration and Deployment with ASP.NET Core

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, Application Deployment, Build Tools, Cloud Deployment, Application Performance Management, Test Automation, Containerization, System Monitoring, ASP.NET, Unit Testing, Release Management, Version Control

    ★ 4.8 (17) · Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Tools for Security Specialists

    Skills you'll gain: Computer Security Incident Management, Endpoint Security, Incident Management, Incident Response, ISO/IEC 27001, Security Management, Vulnerability Scanning, Digital Forensics, Risk Management, Risk Management Framework, Personally Identifiable Information, Vulnerability Assessments, Linux, Linux Administration, Infrastructure Security, Authorization (Computing), Network Security, Threat Management, Event Monitoring, Security Strategy

    ★ 4.7 (68) · Beginner · Specialization · 1 - 3 Months

  • A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, Prompt Patterns, Prompt Engineering Tools, Agentic systems, AI Workflows, AI literacy, No-Code Development, AI Personalization, Sales, Responsible AI, Risk Management, Generative AI Agents, Generative AI, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    ★ 4.2 (52) · Beginner · Specialization · 1 - 3 Months

    Category: Hot New Release
    Hot New Release
  • S

    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, Large Language Modeling, Vision Transformer (ViT), Artificial Neural Networks, Deep Learning, Recurrent Neural Networks (RNNs), Natural Language Processing

    ★ 3.7 (6) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Seaborn with Python: Data Visualization for Beginners

    Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Visualization, Data Presentation, Data Visualization Software, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis

    ★ 4.4 (22) · Mixed · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Data Transformation, Data Wrangling, Business Analytics, Anomaly Detection, Data Processing, R (Software), Analytics, Data Cleansing, R Programming, Data Analysis, Project Management Life Cycle, Business Analysis, Statistical Programming, Data Science, Exploratory Data Analysis, Dimensionality Reduction, Big Data, Supervised Learning

    ★ 4.3 (65) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    AI Agents and MLOps for Production-Ready AI

    Skills you'll gain: MLOps (Machine Learning Operations), Containerization, AI Workflows, Model Deployment, Generative AI Agents, LangGraph, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Devops Tools, BeeAI, Docker (Software), Cloud Deployment, Agentic systems, Google Cloud Platform, Cloud Platforms, Kubernetes, Applied Machine Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Investment Banking & Financial Market Systems

    Skills you'll gain: Banking Services, Investments, Financial Regulations, Investment Management, Financial Sales, Financial Trading, Financial Analysis, Bank Regulations, Economic Development, Law, Regulation, and Compliance, Behavioral Economics, Brokerage, Market Analysis, Securities Trading, Asset Management, Mergers & Acquisitions, Underwriting

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    GIS Applications Across Industries

    Skills you'll gain: ArcGIS, GIS Software, Geographic Information Systems, Public Health and Disease Prevention, Public Health, Land Management, Geospatial Information and Technology, Geospatial Mapping, Spatial Analysis, Epidemiology, Community Health, Spatial Data Analysis, Land Development, Social Determinants Of Health, Emergency Response, Environmental Science, Natural Resource Management, Emergency Services, Business Development, Environment and Resource Management

    ★ 4.6 (96) · Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Generative AI for Java and Spring Development

    Skills you'll gain: Model Deployment, Restful API, AI Integrations, Application Deployment, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Java, Development Environment, Image Analysis, Software Development, Computer Vision

    ★ 4.6 (19) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Azure Practical - Developing Your Applications

    Skills you'll gain: Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Cloud Applications, Cloud Development, Cloud Deployment, Active Directory, Cloud Services, Identity and Access Management, Application Development, Application Deployment, Authentications, Data Integration, Data Storage Technologies, Cloud Storage, Debugging, File Transfer Protocol (FTP)

    ★ 4.7 (18) · Intermediate · Course · 1 - 4 Weeks

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

  • Build Serverless Automation with AWS Lambda: EDUCBA
  • Continuous Integration and Deployment with ASP.NET Core: EDUCBA
  • Tools for Security Specialists: Codio
  • AI for Finance: AI Business School
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Seaborn with Python: Data Visualization for Beginners: EDUCBA
  • Analítica y ciencia de datos para negocios: Pontificia Universidad Católica del Perú
  • AI Agents and MLOps for Production-Ready AI: Packt
  • Analyze Investment Banking & Financial Market Systems: EDUCBA
  • GIS Applications Across Industries: University of California, Davis

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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