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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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    Google Cloud

    Trabalhar com Notebooks na Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Affinity Photo: Beyond the Basics – Retouching Skills

    Skills you'll gain: Photo Editing, Photography, Image Quality, Computer Graphic Techniques

    Intermediate · Course · 1 - 3 Months

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    Packt

    Apple Device Deployment Projects – Hands-On Implementation

    Skills you'll gain: Apple software proficiency, Cloud Deployment, Supervision, Software Installation, Stakeholder Communications

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - 日本語版

    Skills you'll gain: Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Leadership in Transitions: Competences in Just Transitions

    Skills you'll gain: Collaboration, Dealing With Ambiguity, Empathy, Discussion Facilitation, Cognitive flexibility, Environment, Corporate Sustainability

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Security, Identity and Access Management, Event-Driven Programming, Azure Active Directory, Operational Databases, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, System Monitoring

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Gemini for Data Scientists and Analysts-Português Brasileiro

    Skills you'll gain: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Express Framework Basics: Secure Signup with Auth0 & Node.js

    Skills you'll gain: Full-Stack Web Development, Node.JS, JavaScript Frameworks, Authentications, OAuth, Web Applications, Back-End Web Development, Server Side, Secure Coding, Web Development Tools, Application Servers, Database Management, Javascript, Databases, Cryptography, Data Storage Technologies, Middleware, Routing Protocols

    Intermediate · Course · 1 - 3 Months

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    Packt

    JTBD Playbook: Align Strategy with Customer Needs

    Skills you'll gain: Design Thinking, Customer experience strategy (CX), Agile Product Development, Product Strategy, Product Management, User Research, Service Design, Value Propositions, Product Roadmaps, Customer Insights, User Story, Innovation, Market Opportunities, Customer Retention, Growth Strategies, Market Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Visual Design of UI & Backends with AWS Amplify Studio

    Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Development Environment, JavaScript Frameworks, Web Applications, Amazon Web Services, User Interface (UI), Software Development Tools, Content Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Bootstrap (Front-End Framework), Development Environment, HTML and CSS, Responsive Web Design, Version Control, Front-End Web Development, Git (Version Control System), Application Deployment, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

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

  • Trabalhar com Notebooks na Vertex AI: Google Cloud
  • Affinity Photo: Beyond the Basics – Retouching Skills: Skillshare
  • Apple Device Deployment Projects – Hands-On Implementation: Packt
  • Encoder-Decoder Architecture - 日本語版: Google Cloud
  • Leadership in Transitions: Competences in Just Transitions: Erasmus University Rotterdam
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Gemini for Data Scientists and Analysts-Português Brasileiro: Google Cloud
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Express Framework Basics: Secure Signup with Auth0 & Node.js: Packt
  • JTBD Playbook: Align Strategy with Customer Needs: 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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