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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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    Packt

    CISSP Certified Information Security Professional Exam Guide

    Skills you'll gain: Threat Management, Risk Management Framework, Risk Management, Network Security, Identity and Access Management, Cybersecurity, Disaster Recovery, IT Security Architecture, Cryptography, OSI Models, Application Security, Cyber Security Policies, Infrastructure Security, Network Administration, Secure Coding, Personally Identifiable Information, Encryption, Security Testing, Information Technology, Software Development Tools

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, OpenAI API, Model Optimization, Large Language Modeling, Embeddings, OpenAI, Responsible AI, Cost Management, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Digital Marketing 2

    Skills you'll gain: Data-Driven Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Digital Marketing, Digital Marketing Tools, Search Engine Marketing, Paid media, Digital Marketing Campaigns, Web Analytics, Online Advertising, Advanced Analytics, A/B Testing, Apache Hadoop, Applied Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · 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

  • Status: Free Trial
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    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, System Monitoring, Encryption, Threat Management, Security Management, Threat Detection, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Building the Ultimate Cybersecurity Lab and Cyber Range

    Skills you'll gain: Exploit development, Penetration Testing, Cybersecurity, Exploitation techniques, Ansible, Incident Response, Intrusion Detection and Prevention, Devops Tools, Cloud Deployment, Infrastructure as Code (IaC), Cloud Platforms, Cloud Technologies, Terraform, Cloud Computing, Cloud Infrastructure, Virtualization, Virtual Machines, Amazon Web Services, Linux, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Designing Data Storage and Integration Solutions in Azure

    Skills you'll gain: Data Integration, Microsoft Azure, Data Storage Technologies, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Storage, Cloud Security, NoSQL, Encryption, Relational Databases, Security Controls, Scalability, Performance Tuning, Database Management, Identity and Access Management, Business Intelligence

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Career Development for Accounting Assistant with AI Skills

    Skills you'll gain: Accounts Payable and Receivable, Payroll Processing, Accounts Payable, Cash Management, Reconciliation, Payroll, Accounts Receivable, Payroll Administration, Cash Handling, Cash Flows, Accounting Software, Accounting, QuickBooks (Accounting Software), Accounting Records, General Accounting, Interviewing Skills, Professional Networking, Portfolio Management, Microsoft Excel, Record Keeping

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    No-Code Model Evaluation, Communication, and Business Impact

    Skills you'll gain: Responsible AI, Model Evaluation, Business Analytics, Analytics, Dashboard Creation, Data Ethics, Performance Analysis, Predictive Analytics, Predictive Modeling, Auditing, Performance Improvement, Business Communication, Performance Measurement, Data-Driven Decision-Making, Business Reporting, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Data Storytelling, No-Code Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Restful API, Authentications, Performance Tuning, Simulations

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Code Reusability, Program Development, Computational Logic, Functional Design, Computational Thinking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    MS Teams – Getting Started and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft Azure, Windows PowerShell, Collaborative Software, Identity and Access Management, Network Planning And Design, Network Performance Management, Azure Active Directory, User Provisioning, Role-Based Access Control (RBAC), User Accounts, Security Management, Network Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • CISSP Certified Information Security Professional Exam Guide: Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson
  • Digital Marketing 2: University of Maryland, College Park
  • Teaching AI on the Edge: Arm
  • Secure Mobile AI Models Against Attacks: Coursera
  • Building the Ultimate Cybersecurity Lab and Cyber Range: Pearson
  • Designing Data Storage and Integration Solutions in Azure: Packt
  • Career Development for Accounting Assistant with AI Skills: Coursera
  • No-Code Model Evaluation, Communication, and Business Impact: LearnQuest
  • Intermediate Python and Practical Skills: Packt

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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