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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • P

    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Prompt Engineering, Vector Databases, Unsupervised Learning, Natural Language Processing, Classification Algorithms, Pandas (Python Package), Scalability

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Agile and Scrum Mastery: Fundamentals to Advanced Leadership

    Skills you'll gain: Agile Project Management, Stakeholder Engagement, Scrum (Software Development), Agile Methodology, Stakeholder Management, Team Motivation, Agile Software Development, Team Leadership, Sprint Retrospectives, Kanban Principles, Team Building, Sprint Planning, Risk Analysis, Agile Product Development, Continuous Integration, Earned Value Management, Team Management, Backlogs, Continuous Improvement Process, Lean Methodologies

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Teaching Writing Final Project

    Skills you'll gain: Lesson Planning, Peer Review, Syllabus Development, Writing, Course Development, Developing Training Materials

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Intermediate Selenium WebDriver and Automation

    Skills you'll gain: Selenium (Software), Test Automation, Test Script Development, Software Testing, Javascript, Browser Compatibility, Scripting, Automation, Web Development Tools, Test Case, Cascading Style Sheets (CSS), Debugging, Mac OS

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to Intrusion Detection Systems (IDS)

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Endpoint Detection and Response, Distributed Denial-Of-Service (DDoS) Attacks, Threat Management, Anomaly Detection, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Event Monitoring, Network Monitoring, Network Analysis

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Monitoring, CI/CD & Deployment on AWS Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Containerization, CI/CD, AWS CloudFormation, Cloud Deployment, Amazon CloudWatch, Serverless Computing, Docker (Software), Amazon Web Services, Continuous Deployment, Kubernetes, API Gateway, Continuous Integration, DevOps, Amazon DynamoDB, System Monitoring, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    How to Visualize Data with R

    Skills you'll gain: Data Visualization Software, Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Data Collection, Data Analysis, Data Manipulation, Data Import/Export, Regression Analysis, Data Preprocessing, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    How to Write Emails and Engage Professors

    Skills you'll gain: Relationship Building, Research, Planning, Goal-Oriented, Professionalism, Resilience, Resourcefulness, Problem Solving, Persistence, Persuasive Communication, Time Management, Communication, Strategic Thinking

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to DeepSeek

    Skills you'll gain: Deepseek, Model Deployment, AI Enablement, LLM Application, Generative Model Architectures, Competitive Analysis, AI Product Strategy, AI Workflows, Application Deployment, Organizational Strategy, Data Ethics, Model Evaluation, Automation, Integration Testing, Cost Reduction, Process Optimization, Program Evaluation

    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, SQL Server Integration Services (SSIS), Active Directory, Cloud Services, Identity and Access Management, Application Development, Data Store, Application Deployment, Authentications, Data Integration, Data Storage Technologies, Cloud Storage, Debugging, Data Persistence, File Transfer Protocol (FTP)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dassault Systèmes

    xDesign Advanced Sketching and Reference Geometry

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Engineering Drawings, Technical Drawing, 3D Modeling, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Scala Fundamentals

    Skills you'll gain: Data Structures

    Beginner · Course · 1 - 3 Months

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

  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • Agile and Scrum Mastery: Fundamentals to Advanced Leadership: EDUCBA
  • Teaching Writing Final Project: Johns Hopkins University
  • Intermediate Selenium WebDriver and Automation: Packt
  • Introduction to Intrusion Detection Systems (IDS): Johns Hopkins University
  • Monitoring, CI/CD & Deployment on AWS Cloud: LearnKartS
  • How to Visualize Data with R: Packt
  • How to Write Emails and Engage Professors: University of California, Davis
  • Introduction to DeepSeek: Coursera
  • Azure Practical - Developing Your Applications: EDUCBA

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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