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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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    Packt

    Oracle RAC High Availability and Policy-Based Management

    Skills you'll gain: Oracle Databases, Operational Databases, Database Architecture and Administration, Database Management, Patch Management, Multi-Tenant Cloud Environments, Data Maintenance, Performance Tuning, Server Administration, Load Balancing, Transaction Processing, System Configuration, Application Performance Management, Verification And Validation

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, AI Product Strategy, Enterprise Architecture, SQL, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Securing Compute, Storage, and Databases in Azure

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Security, Kubernetes, Security Controls, Hardening, Database Architecture and Administration, Identity and Access Management, Data Storage Technologies, Infrastructure Security, Data Storage, Role-Based Access Control (RBAC), System Configuration, Continuous Monitoring, Encryption, Key Management, Containerization, Data Governance

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Create Your Own ChatGPT Clone using Python

    Skills you'll gain: OpenAI API, Back-End Web Development, Model Evaluation, Model Deployment, User Interface (UI) Design, Performance Tuning, Scalability

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Financial Modeling, Descriptive Analytics, Transfer Learning, Stakeholder Engagement, Simulations, Statistical Analysis

    Earn a degree

    Degree · 1 - 4 Years

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    Politecnico di Milano

    Gender-based violence: how to become an active bystander

    Skills you'll gain: De-escalation Techniques, Diversity Training, Diversity Equity and Inclusion Initiatives, Crisis Intervention, Cultural Sensitivity, digital literacy

    Beginner · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Revenue Management, Descriptive Analytics, Customer Analysis, FinTech, Large Language Modeling, Model Evaluation, Unsupervised Learning, People Analytics, Time Series Analysis and Forecasting, Database Design, Predictive Analytics, Social Determinants Of Health, Gerontology, Health Informatics, Biostatistics, Deep Learning, Bayesian Statistics, Digital Transformation, Exploratory Data Analysis, Social Network Analysis

    Earn a degree

    Degree · 1 - 4 Years

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    EDUCBA

    MonoGame Development: Build & Implement Blocks

    Skills you'll gain: Game Design, Object Oriented Programming (OOP), Video Game Development, C# (Programming Language), Computer Graphics, User Interface (UI), Debugging

    Mixed · Course · 1 - 4 Weeks

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    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Statistical Machine Learning, Data Analysis, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

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    Packt

    Strapi Plugin Development, Admin Customization, & Deployment

    Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Continuous Deployment, Web Development Tools, Restful API, Package and Software Management, Application Programming Interface (API), Node.JS, Server Administration, GitHub, Configuration Management, Systems Administration, UI Components

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Cinematic Lighting in Maya: Advanced Scenes & Projects

    Skills you'll gain: Autodesk Maya, Cinematography, Post-Production, Virtual Environment, 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Adobe Photoshop

    Intermediate · Course · 1 - 4 Weeks

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

  • Oracle RAC High Availability and Policy-Based Management: Packt
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • Securing Compute, Storage, and Databases in Azure: Packt
  • Create Your Own ChatGPT Clone using Python: Packt
  • Evaluate and Apply Ethical AI Models: Coursera
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Gender-based violence: how to become an active bystander: Politecnico di Milano
  • Magíster en Business Analytics: Pontificia Universidad Católica de Chile
  • MonoGame Development: Build & Implement Blocks: EDUCBA
  • Master of Science in Data Science (Statistics): University of Leeds

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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