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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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    Coursera

    Unify Multimodal Data with Automated ETL

    Skills you'll gain: Apache Airflow, Data Pipelines, Scalability, Feature Engineering, Extract, Transform, Load, Workflow Management, AI Workflows, AI Orchestration, Data Infrastructure, Data Integration, Database Design, Data Modeling, Data Architecture, Data Quality, Data Processing, Data Storage

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Ansible to Automate End-to-End Software Deployment

    Skills you'll gain: Ansible, Application Deployment, Cloud Deployment, Devops Tools, IT Automation, Configuration Management, Infrastructure as Code (IaC), Application Servers, YAML, Package and Software Management, Web Servers, Cloud Infrastructure

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Scaling High-Performance Node.js Applications

    Skills you'll gain: Scalability, Node.JS, Distributed Computing, Performance Tuning, Software Architecture, Systems Architecture, OS Process Management, Event-Driven Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Salesforce Anti-Patterns

    Skills you'll gain: Salesforce Development, Salesforce, Middleware, CI/CD, Software Architecture, Solution Architecture, Continuous Deployment, Systems Architecture, Continuous Integration, Code Review, Force.com, Relational Databases, DevOps, API Design, Software Design, Software Design Patterns, Database Design, Security Architecture Review, System Design and Implementation, Scalability

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Advanced iOS Development with Swift, Gestures & APIs

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Application Lifecycle Management, Mobile Development, UI Components, Application Development, Application Programming Interface (API), Data Persistence, User Interface (UI), Web Services, Programming Principles, User Interface (UI) Design, Data Management, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Cloud Services, Data Integration, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Implement SQL Server Loyalty Points Management System

    Skills you'll gain: Microsoft SQL Servers, Database Design, Relational Databases, Stored Procedure, Database Development, Transact-SQL, SQL, Loyalty Programs, Enterprise Application Management, Database Management, Workflow Management, Transaction Processing, Customer Data Management, Gift Accounting, Data Integrity

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build and Implement JavaScript ToDo Applications

    Skills you'll gain: Vue.JS, JavaScript Frameworks, Web Development Tools, Front-End Web Development, Event-Driven Programming, Javascript, UI Components, Development Environment, Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Customize Templates Fast

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Bash and AWK for Practical Data Analytics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Data Wrangling, Data Analysis, Data Cleansing, Unix Commands, Data Transformation, Data Preprocessing, Data Processing, Command-Line Interface, Data Quality, Scripting, Exploratory Data Analysis, Data Manipulation, Linux Commands, Scripting Languages, Query Languages, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Utiliser des notebooks dans Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intermediate Detailing and Scene Composition

    Skills you'll gain: Computer Graphics, 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Cinematography, Model Optimization, Art History, Graphical Tools, Image Quality, Performance Tuning, Design, Aesthetics

    Intermediate · Course · 3 - 6 Months

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

  • Unify Multimodal Data with Automated ETL: Coursera
  • Apply Ansible to Automate End-to-End Software Deployment: EDUCBA
  • Scaling High-Performance Node.js Applications: Packt
  • Salesforce Anti-Patterns: Packt
  • Advanced iOS Development with Swift, Gestures & APIs: EDUCBA
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Implement SQL Server Loyalty Points Management System: EDUCBA
  • Build and Implement JavaScript ToDo Applications: EDUCBA
  • Customize Templates Fast: Coursera
  • Apply Bash and AWK for Practical Data Analytics: 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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