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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


  • G

    Google Cloud

    Compute Engine: Qwik Start - Windows

    Skills you'll gain: Cloud Storage, Virtual Machines, Scalability, Windows Servers, Cloud Infrastructure, Google Cloud Platform, Remote Access Systems, Network Performance Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Conducting Exploratory Data Analysis

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Flask for Beginners: Templates

    Skills you'll gain: Flask (Web Framework), Model View Controller, Back-End Web Development, Hypertext Markup Language (HTML), Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Deploying & Scaling Spring Boot Applications on AWS

    Skills you'll gain: CI/CD, Jenkins, Docker (Software), Kubernetes, Containerization, Scalability, Application Deployment, Cloud Deployment, Spring Framework, Spring Boot, DevOps, Prometheus (Software), Amazon CloudWatch, AWS Identity and Access Management (IAM), OAuth, System Monitoring

    Advanced · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Design and Implement Build and Release Pipelines

    Skills you'll gain: Azure DevOps Pipelines, CI/CD, Package and Software Management, Infrastructure as Code (IaC), Azure DevOps, Continuous Delivery, Application Deployment, Continuous Integration, DevOps, Cloud Deployment, Release Management, Software Versioning, Version Control, Microsoft Azure, GitHub, Development Testing, Test Engineering

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Visualization Software, Microsoft Excel, SQL Server Reporting Services, Data Warehousing, Data Sharing, Data Integration

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Leadership: Implementing DEI at Your Company

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Programs, Diversity Awareness, Workplace inclusivity, Initiative and Leadership, Organizational Leadership, Leadership Development, Strategic Leadership, Organizational Change, Organizational Effectiveness, Case Studies, Goal Setting

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    UX: Research Process

    Skills you'll gain: Information Architecture, User Experience Design, Persona (User Experience), Usability Testing, Interviewing Skills, Wireframing, Content Creation, Storytelling

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Kanban for Software Project Management

    Skills you'll gain: Kanban Principles, Workflow Management, Agile Software Development, Sprint Planning, Agile Project Management, Project Estimation, Agile Methodology, Project Management Software, Estimation, Process Optimization, Backlogs, User Story, Process Improvement, Resource Utilization

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - Português Brasileiro

    Skills you'll gain: Google Cloud Platform, AI Enablement, Responsible AI, Artificial Intelligence, Data Quality, Analytics, Business Intelligence, Business Transformation, Machine Learning, Natural Language Processing, Computer Vision

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Copenhagen

    Tackling cardiometabolic diseases – insights from India

    Skills you'll gain: Chronic Diseases, Primary Care, Preventative Care, Long Term Care, Health Care, Health Disparities, Healthcare Industry Knowledge, Health Equity, Health Promotion, Care Management, Community Health, Public Health, Patient Education and Support, Nutrition and Diet, Socioeconomics, Clinical Nutrition, Education and Training, Exercise Science

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Developing Applications with Claude API

    Skills you'll gain: Anthropic Claude, Application Programming Interface (API), Restful API, LLM Application, JSON, Generative AI Agents, Artificial Intelligence, Automation

    Intermediate · Course · 1 - 4 Weeks

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

  • Compute Engine: Qwik Start - Windows: Google Cloud
  • Conducting Exploratory Data Analysis: Coursera
  • Flask for Beginners: Templates: Coursera
  • Deploying & Scaling Spring Boot Applications on AWS: Board Infinity
  • Design and Implement Build and Release Pipelines: Whizlabs
  • Master in Microsoft Power BI Desktop and Service: Packt
  • Leadership: Implementing DEI at Your Company: Skillshare
  • UX: Research Process: Packt
  • Kanban for Software Project Management: Packt
  • Innovating with Google Cloud Artificial Intelligence - Português Brasileiro: Google Cloud

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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