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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

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Model Training, Cloud Deployment, Deep Learning, Data Preprocessing, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Generative Model Architectures, Keras (Neural Network Library), Model Training, Model Deployment, Tensorflow

    Advanced · Course · 1 - 4 Weeks

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    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Azure Data Storage Solutions

    Skills you'll gain: Microsoft Azure, Azure Synapse Analytics, Data Integration, Cloud-Based Integration, Data Architecture, Cloud Storage, Data Lakes, Data Infrastructure, Data Pipelines, Data Storage, Databricks, Microsoft SQL Servers, Data Storage Technologies, NoSQL, .NET Framework, Data Security, Encryption, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Data Storage Technologies, Data Persistence, Data Management, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master C# and SQL by Building Applications

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, Database Application, C# (Programming Language), Application Development, Integration Testing, Development Environment, Microsoft Development Tools, Development Testing, Object-Relational Mapping, Microsoft Visual Studio, User Interface (UI), User Interface (UI) Design, Data Access, Email Automation, Document Management, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - 한국어

    Skills you'll gain: Image Analysis, Generative AI, Convolutional Neural Networks, Model Training, Deep Learning, Generative Model Architectures, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    Northeastern University

    Understanding the U.S. Healthcare Landscape

    Skills you'll gain: Pharmaceuticals, Managed Care, Health Systems, Healthcare Industry Knowledge, Medicaid, Medicare, Health Care, Payment Systems, Drug Development, Health Policy, Public Health, Value-Based Care, Health Care Procedure and Regulation, Policy Analysis, Community Health, Tax Laws

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Unit Testing & Test-Driven Development

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Script Development, Behavior-Driven Development, API Testing, Code Coverage, Development Testing, Software Testing, Test Automation, Test Tools, Test Planning, Test Case, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, API Design, Application Programming Interface (API), Event-Driven Programming, Mockups, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Document AI: Project & API Writing

    Skills you'll gain: Software Documentation, Engineering Documentation, Technical Documentation, Model Training, Software Design Documents, Technical Writing, Generative Model Architectures, Technical Communication, Restful API

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Machine Learning Methods, Data Store, Keras (Neural Network Library), Data Pipelines, Data Transformation, Machine Learning, Data Modeling, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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

  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Teaching AI on the Edge: Arm
  • Azure Data Storage Solutions : Whizlabs
  • Certified Kubernetes Administrator (CKA): Unit 4: Pearson
  • Master C# and SQL by Building Applications: Packt
  • Create Image Captioning Models - 한국어: Google Cloud
  • Understanding the U.S. Healthcare Landscape: Northeastern University
  • Unit Testing & Test-Driven Development: Edureka
  • Document AI: Project & API Writing: Coursera

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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