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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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    EDUCBA

    Master & Apply Entity Framework for Data Access

    Skills you'll gain: Database Design, Data Modeling, .NET Framework, Object-Relational Mapping, Database Development, Relational Databases, Database Management, Query Languages, Database Application, Data Access, Data Management, SQL

    Beginner · Course · 1 - 4 Weeks

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    Packt

    PowerShell for Penetration Testing

    Skills you'll gain: Penetration Testing, Lightweight Directory Access Protocols, Active Directory, Windows PowerShell, Open Web Application Security Project (OWASP), Exploitation techniques, Test Script Development, Security Testing, API Testing, Cloud Security, Windows Servers, Cyber Security Assessment, Microsoft Servers, IT Automation, Scripting, Application Programming Interface (API), Microsoft Azure, Vulnerability Assessments, MySQL Workbench, Cloud Computing

    Intermediate · Course · 3 - 6 Months

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    Packt

    Generative AI Application Integration Patterns

    Skills you'll gain: Responsible AI, Prompt Patterns, Generative AI, Generative Model Architectures, OpenAI API, AI Integrations, LLM Application, Prompt Engineering, ChatGPT, Cloud Solutions, AI Security, Cloud Development, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Artificial Intelligence, Token Optimization, Data Pipelines, Deep Learning

    Beginner · Course · 1 - 3 Months

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    Packt

    Agentic AI Made Simple

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Amazon Bedrock, Amazon Web Services, Application Deployment, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Analyze Timelines: Conquer Project Bottlenecks

    Skills you'll gain: Project Risk Management, Project Controls, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis, Communication Planning

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Advanced Agentic AI: Production Data Architecture

    Skills you'll gain: Prompt Engineering, Agentic Workflows, MongoDB, Generative AI Agents, Scalability, Context Engineering, Data Architecture, Systems Design, System Design and Implementation, Development Environment, Embeddings, PostgreSQL, Database Design, Object-Relational Mapping, Data Modeling, SQL, Data Migration, Debugging

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Apache Kafka for Developers using Spring Boot

    Skills you'll gain: Apache Kafka, Spring Framework, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Event-Driven Programming, Public Key Infrastructure, Encryption, Distributed Computing

    Intermediate · Course · 3 - 6 Months

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    Board Infinity

    Crafting Effective User Stories in Agile - Agile Excellence

    Skills you'll gain: Scaled Agile Framework, Kaizen Methodology, Lean Methodologies, Quality Improvement, Continuous Improvement Process, Process Improvement, DevOps, Scrum (Software Development), Sprint Planning, Agile Software Development, Agile Product Development, Agile Project Management, Continuous Delivery, Scalability, Organizational Development, CI/CD, Agile Methodology, Performance Metric, Coordinating, Continuous Integration

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    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building a ChatGPT AI with JavaScript - A Code-Along Guide

    Skills you'll gain: React.js, ChatGPT, Cascading Style Sheets (CSS), Generative AI, AI Integrations, Development Environment, JavaScript Frameworks, Integrated Development Environments, Web Design and Development, Secure Coding, Node.JS, Javascript, Application Programming Interface (API), Security Controls, Package and Software Management

    Beginner · Course · 1 - 3 Months

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    L&T EduTech

    Design of Power Distribution for Highrise Building

    Skills you'll gain: Electrical Systems, Electrical Equipment, Electric Power Systems, Electrical Power, Engineering Design Process, Engineering Calculations, Electrical Wiring, Electrical Safety, Engineering Practices, Building Services Engineering, Low Voltage, Building Design, Electrical Engineering, Schematic Diagrams, Building Codes, Estimation

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Virtual Networking, Virtual Environment, Computing Platforms, Software Installation, Linux, Devops Tools, System Requirements, Encryption

    Intermediate · Course · 1 - 4 Weeks

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    Total Seminars

    PenTest Planning & Information Gathering

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Security Testing, MITRE ATT&CK Framework, Test Planning, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Regulatory Compliance, Risk Management Framework, Scope Management, Network Analysis, Technical Communication, Drive Engagement, OSI Models, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

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

  • Master & Apply Entity Framework for Data Access: EDUCBA
  • PowerShell for Penetration Testing: Packt
  • Generative AI Application Integration Patterns: Packt
  • Agentic AI Made Simple: Packt
  • Analyze Timelines: Conquer Project Bottlenecks: Coursera
  • Advanced Agentic AI: Production Data Architecture: LearnKartS
  • Apache Kafka for Developers using Spring Boot: Packt
  • Crafting Effective User Stories in Agile - Agile Excellence: Board Infinity
  • Building a ChatGPT AI with JavaScript - A Code-Along Guide: Packt
  • Design of Power Distribution for Highrise Building: L&T EduTech

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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