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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

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Large Language Modeling, Deep Learning, Business Logic, Data Access

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Exporting and Integrating Assets into Unreal Engine 5

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, Data Import/Export, Computer Graphics, Image Quality, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Pearson

    AWS Developer: Unit 7

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Identity and Access Management, Amazon Web Services, Cloud Hosting, Cloud Infrastructure, Cloud Computing, Virtual Networking, Authentications, Cloud Applications, Authorization (Computing), Virtual Private Networks (VPN), User Accounts, Network Security

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intermediate Projects and Advanced UiPath Concepts

    Skills you'll gain: Web Scraping, Robotic Process Automation, Debugging, Business Process Automation, HR Tech, Test Automation, Automation, Workflow Management, Application Frameworks, Data Entry, Data Integration, Data Management, Employee Onboarding

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Facebook Optimization: Grow Your Presence

    Skills you'll gain: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Git and GitHub – Optimization and Automation

    Skills you'll gain: Continuous Integration, Web Development Tools, Application Deployment, React.js, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI Generatif: Memahami Lanskap

    Skills you'll gain: Google Gemini, Generative AI, AI Enablement, AI Product Strategy, AI Security, Google Cloud Platform, Responsible AI, Artificial Intelligence, Decision Making, Cloud Infrastructure, Cloud Platforms, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

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    Packt

    The Complete Strapi™ Course with Plugins and Deployment

    Skills you'll gain: Content Management Systems, Authentications, Role-Based Access Control (RBAC), Application Deployment, Authorization (Computing), Cloud Deployment, Web Components, Content Management, Restful API, Continuous Deployment, TypeScript, Application Programming Interface (API), Web Analytics and SEO, Query Languages, Web Applications, Business Logic, Web Development Tools, Package and Software Management, Node.JS, Software Architecture

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Explore and Visualize Data the Python Way

    Skills you'll gain: Data Storytelling, Plotly, Matplotlib, Exploratory Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Models: Build, Explore Data & Deploy

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Build Interactive Websites with HTML, CSS & jQuery

    Skills you'll gain: jQuery, Cascading Style Sheets (CSS), HTML and CSS, Web Content Accessibility Guidelines, Usability, Javascript and jQuery, Hypertext Markup Language (HTML), Web Design and Development, Web Design, Web Development, Semantic Web, Front-End Web Development, Responsive Web Design

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Oracle RAC Advanced Operations and Deployment Scenarios

    Skills you'll gain: Oracle Databases, Operational Databases, Scalability, Database Management, Database Architecture and Administration, Software Installation, Virtual Machines, Disaster Recovery, Performance Tuning, Linux

    Advanced · Course · 1 - 4 Weeks

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

  • 생성형 AI: 기본 개념 이해: Google Cloud
  • Exporting and Integrating Assets into Unreal Engine 5: Packt
  • AWS Developer: Unit 7: Pearson
  • Intermediate Projects and Advanced UiPath Concepts: Packt
  • Facebook Optimization: Grow Your Presence: Coursera
  • Advanced Git and GitHub – Optimization and Automation: Packt
  • AI Generatif: Memahami Lanskap: Google Cloud
  • The Complete Strapi™ Course with Plugins and Deployment: Packt
  • Explore and Visualize Data the Python Way: Coursera
  • Predictive Models: Build, Explore Data & Deploy: 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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