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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

    Encoder-Decoder Architecture - Bahasa Indonesia

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

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Microsoft Sentinel Advanced Course - Secure Azure Like a Pro

    Skills you'll gain: Microsoft Azure, Infrastructure as Code (IaC), Azure DevOps, DevSecOps, Infrastructure As A Service (IaaS), Continuous Integration, Security Information and Event Management (SIEM), Windows PowerShell, GitHub, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Reproduce and Evaluate AI Research Workflows

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Clean Up Unused IP Addresses

    Skills you'll gain: Cloud Management, IT Automation, Virtual Machines, Cloud Infrastructure, Google Cloud Platform, Serverless Computing, TCP/IP

    Intermediate · Project · Less Than 2 Hours

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    Coursera

    Secure AI: Red-Teaming & Safety Filters

    Skills you'll gain: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Vertex AI Studio - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Generative AI, Multimodal Prompts, Prompt Engineering, Interactive Design, Google Cloud Platform, Prototyping, MLOps (Machine Learning Operations), Product Lifecycle Management, Model Deployment, Performance Tuning

    Beginner · 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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    EDUCBA

    XML DTD Training

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Data Validation, Technical Documentation, Data Integrity

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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Kubernetes and Cloud Native Associate

    Skills you'll gain: Cloud-Native Computing, Application Deployment, Kubernetes, Containerization, Serverless Computing, CI/CD, DevOps, Prometheus (Software), Infrastructure Security, YAML, Microservices, System Monitoring, Grafana, Scalability

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master Digital Marketing Strategy with Case Studies

    Skills you'll gain: Campaign Management, Social Media, Digital Marketing, Social Media Marketing, Case Studies, Strategic Marketing, Marketing, Marketing Strategy and Techniques, Performance Analysis, Competitive Analysis, Global Marketing, Business Strategy, Content Strategy, Key Performance Indicators (KPIs)

    Mixed · Course · 1 - 4 Weeks

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    AI CERTs

    Bitcoin for Leaders

    Skills you'll gain: Blockchain, Law, Regulation, and Compliance, Regulatory Compliance, Technology Strategies, Business Strategies, Business Transformation, Financial Regulation, FinTech, Leadership, Payment Systems, Strategic Leadership, Digital Assets, Emerging Technologies, Software Development, Cryptography, Cryptographic Protocols, Distributed Computing, Business Analysis, Encryption, Market Dynamics

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    The Future of Healthcare and Emerging Trends

    Skills you'll gain: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Digital Transformation, Consumer Behaviour, Business Modeling

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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

  • Encoder-Decoder Architecture - Bahasa Indonesia: Google Cloud
  • Microsoft Sentinel Advanced Course - Secure Azure Like a Pro: Packt
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Clean Up Unused IP Addresses: Google Cloud
  • Secure AI: Red-Teaming & Safety Filters: Coursera
  • Introduction to Vertex AI Studio - Bahasa Indonesia: Google Cloud
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • XML DTD Training: EDUCBA
  • Kubernetes and Cloud Native Associate: Pearson
  • Master Digital Marketing Strategy with Case Studies: 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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