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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


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    Fred Hutchinson Cancer Center

    Data Management and Sharing for NIH Proposals

    Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Clinical Data Management, Data Ethics, Health Care Procedure and Regulation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Building and Debugging Cloud Functions for Node.js

    Skills you'll gain: Cloud Deployment, Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Web Development Tools, Node.JS, Cloud Applications, Serverless Computing, Program Development, Functional Testing, Integrated Development Environments, Software Development, Computer Programming Tools, Microsoft Visual Studio

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Orchestrate, Evaluate, and Release GenAI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Continuous Deployment, Generative AI, Release Management, Regression Testing, Verification And Validation, Site Reliability Engineering, AI Workflows, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, System Requirements

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Core Concepts in Project Management

    Skills you'll gain: Project Closure, Project Management, Stakeholder Engagement, Stakeholder Management, Project Management Institute (PMI) Methodology, Project Risk Management, Project Management Life Cycle, Risk Management, Conflict Management, Resource Management, Agile Project Management, Resource Allocation, Stakeholder Analysis, Change Management, Resource Planning, Risk Analysis, Risk Mitigation, Agile Methodology, Estimation, Waterfall Methodology

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Database Software, Databases, Data Access

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

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    Duke University

    Python Decorator Functions

    Skills you'll gain: Code Reusability, Python Programming, Performance Tuning, Computer Programming

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Scrimba

    Learn React Hooks: Build a Tic Tac Toe Game

    Skills you'll gain: React.js, UI Components, User Interface (UI), Web Development, Business Logic

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intro to 3D Game Development Masterclass in Godot

    Skills you'll gain: Computer Graphics, Event-Driven Programming, UI Components, Artificial Intelligence, Interaction Design, Scripting Languages

    Intermediate · Course · 1 - 3 Months

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    Packt

    AWS Data Processing and Analysis

    Skills you'll gain: AWS Kinesis, Real Time Data, Apache Spark, Apache Hive, Data Pipelines, Apache Hadoop, Data Processing, Extract, Transform, Load, Amazon Web Services, Serverless Computing, Data Lakes, Data Visualization, Interactive Data Visualization, Query Languages, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Adobe InDesign Masterclass

    Skills you'll gain: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic and Visual Design, Color Matching, Graphic Design, Graphic and Visual Design Software, Design Elements And Principles, Document Management, Digital Publishing

    Beginner · Course · 1 - 3 Months

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    Alex Genadinik

    2026 Reddit Marketing To Boost Traffic And Sales

    Skills you'll gain: Blogs, Social Media Marketing, Social Media Content, Product Promotion, Social Media, Online Advertising, Promotional Strategies, Advertising, Content Marketing, Digital Advertising, Target Audience, Drive Engagement, Community Development, Community Outreach

    Mixed · Course · 1 - 4 Weeks

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

  • Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
  • Building and Debugging Cloud Functions for Node.js: Google Cloud
  • Orchestrate, Evaluate, and Release GenAI Systems: Coursera
  • Core Concepts in Project Management: LearnKartS
  • SQL Server Course for Beginners with 100+ examples: Packt
  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Python Decorator Functions: Duke University
  • Learn React Hooks: Build a Tic Tac Toe Game: Scrimba
  • Intro to 3D Game Development Masterclass in Godot: Packt
  • AWS Data Processing and Analysis: Packt

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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