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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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    Pearson

    Practical Cybersecurity Fundamentals: Unit 2

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Hunting, Cyber Threat Intelligence, Digital Forensics, Computer Security Incident Management, Incident Management, Threat Detection, Cybersecurity, Cyber Operations, Mobile Security

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Generative AI for AWS Cloud Engineers

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Responsible AI, Generative Model Architectures, Generative AI, AI Security, Fine-tuning, Amazon Web Services, AI Integrations, Model Optimization, Large Language Modeling, Model Deployment, Risking, Data Ethics, Model Evaluation, Cloud Security, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    Red Hat

    Open Practices for your DevOps Journey

    Skills you'll gain: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Business Transformation, Product Development, Team Building, Organizational Development, Team Performance Management, Meeting Facilitation, Discussion Facilitation

    Beginner · Course · 1 - 3 Months

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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Attack

    Skills you'll gain: Metasploit, Exploit development, Exploitation techniques, Vulnerability, Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, System Configuration, Data Security, Cybersecurity, Cyber Attacks, Linux, Bash (Scripting Language), Proxy Servers, Scripting, Linux Commands, Scripting Languages, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Robotics in High-Tech Manufacturing

    Skills you'll gain: Automation Engineering, Machine Controls, Robotic Process Automation, Manufacturing Operations, Integration Testing, Workflow Management, Coordination, Application Programming Interface (API), Process Optimization, Process Improvement and Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AI-Powered Jira Automation and Workflow Optimization

    Skills you'll gain: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Integrations, AI Enablement, Generative AI, Workflow Management, Automation, Process Improvement and Optimization, Process Optimization, Performance Metric, Software Documentation, Debugging, No-Code Development, Technical Documentation, Risk Control

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Build with LLMs: Prompt Engineering & Real AI Projects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, Large Language Modeling, Generative AI, AI Workflows, AI Integrations, Application Programming Interface (API), Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    IT Career Acceleration: Job Interviews, Resumes & Growth

    Skills you'll gain: LinkedIn, Interviewing Skills, Technical Communication, Communication, Communication Strategies, IT Management, Business Writing, Writing and Editing, Professional Networking, Information Technology, Recruitment, Professional Development, Time Management

    Intermediate · Course · 3 - 6 Months

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    Packt

    Windows Admin Center

    Skills you'll gain: Operating System Administration, User Provisioning, User Accounts, Cloud Management, Authorization (Computing), Control Panels, Security Controls, Servers, Enterprise Application Management, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Data Persistence, Python Programming, AI Workflows, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    RAG Systems & Agentic Workflows with Pinecone and LangGraph

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Agentic Workflows, Vector Databases, LangGraph, LangChain, LLM Application, Generative AI Agents, Embeddings, Application Performance Management, Large Language Modeling, Agentic systems, Semantic Web, Software Visualization, Performance Tuning, Context Management, Debugging, Memory Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Apache Kafka for Developers using Spring Boot

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

    Intermediate · Course · 3 - 6 Months

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

  • Practical Cybersecurity Fundamentals: Unit 2: Pearson
  • Generative AI for AWS Cloud Engineers: Whizlabs
  • Open Practices for your DevOps Journey: Red Hat
  • CyberSec First Responder – Advanced (CFR-A): Attack: CertNexus
  • Robotics in High-Tech Manufacturing: Coursera
  • AI-Powered Jira Automation and Workflow Optimization: Coursera
  • Build with LLMs: Prompt Engineering & Real AI Projects: Packt
  • IT Career Acceleration: Job Interviews, Resumes & Growth: Packt
  • Windows Admin Center: Packt
  • Automate Cloud Workflows with Python Scripting: 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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