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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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    MedCerts

    Medical Terminology and Anatomy for Phlebotomy

    Skills you'll gain: Medical Terminology, Phlebotomy, Cardiology, Hematology, Hemodynamics, General Medical Tests and Procedures, Diagnostic Tests, Pathology, Laboratory Testing, Anatomy, Physiology, Vital Signs, Biology, Nutrition and Diet

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    GA4 Implementation with Google Tag Manager

    Skills you'll gain: Customer Analysis, Web Analytics, Marketing Analytics, Web Analytics and SEO, Campaign Management, Digital Marketing Campaigns, Digital Marketing, Business Analytics, Campaign Planning, Digital Marketing Tools, Performance Analysis, User Research, Marketing Strategies, Data Analysis, Analysis, Digital Brand Strategy, Market Analysis, Marketing Planning, Marketing Strategy and Techniques, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Bootstrap 5 From Scratch - Build 5 Modern Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Cloud Deployment, Web Design, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Javascript, Cloud Hosting, User Interface (UI), Hypertext Markup Language (HTML), Typography, Animations

    Beginner · Course · 1 - 3 Months

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    Packt

    Vue.js 3 for Beginners: Build Modern Web Applications

    Skills you'll gain: Vue.JS, Unit Testing, JavaScript Frameworks, Test Tools, Software Architecture, Software Testing, Development Testing, Test Script Development, UI Components, Web Applications, Code Reusability, Front-End Web Development, Web Development, Javascript, Event-Driven Programming, HTML and CSS, Hypertext Markup Language (HTML), Data Validation, Data Store

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 한국어

    Skills you'll gain: Google Gemini, Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Data-Driven Marketing, Marketing Analytics, Generative AI, AI Integrations, Predictive Modeling, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Customer Acquisition Management, Marketing Strategies

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    L'IA générative pour le secteur de la santé

    Skills you'll gain: Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Generative AI, Generative AI Agents, LLM Application, Large Language Modeling, Multimodal Prompts, Artificial Intelligence, Google Cloud Platform, Supervised Learning, Machine Learning

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    University of Michigan

    Python بُنى بيانات

    Skills you'll gain: File I/O, Data Structures, Data Dictionary, Python Programming, Data Store, Data Processing, Data Manipulation, File Management, Development Environment, Software Installation

    Mixed · Course · 1 - 3 Months

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    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Threat Modeling, Security Engineering, Security Testing, IT Security Architecture, Security Architecture Review, Hardening, Continuous Monitoring, Security Controls, Security Requirements Analysis, Security Strategy, Model Training, Vulnerability Assessments, Data Integrity, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Vibe Coding with Windsurf – No Code Web Design

    Skills you'll gain: Vibe coding, Web Development Tools, Web Development, AI Workflows, AI Integrations, Software Installation, GitHub

    Beginner · 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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    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, AI Orchestration, LLM Application, Generative AI Agents, Embeddings, Application Performance Management, Large Language Modeling, Agentic systems, Data Pipelines, Semantic Web, Software Visualization, Performance Tuning, Context Management, Debugging, Memory Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Python Programming Foundations

    Skills you'll gain: Python Programming, Computational Thinking, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Code Reusability, Data Structures, Data Processing, Computer Graphics, Data Manipulation, Development Environment

    Beginner · Course · 1 - 3 Months

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

  • Medical Terminology and Anatomy for Phlebotomy: MedCerts
  • GA4 Implementation with Google Tag Manager: Edureka
  • Bootstrap 5 From Scratch - Build 5 Modern Websites: Packt
  • Vue.js 3 for Beginners: Build Modern Web Applications: Packt
  • Gemini for Data Scientists and Analysts - 한국어: Google Cloud
  • L'IA générative pour le secteur de la santé: Google Cloud
  • Python بُنى بيانات: University of Michigan
  • Secure AI Interpret and Protect Models: Coursera
  • Vibe Coding with Windsurf – No Code Web Design: Packt
  • PenTest Planning & Information Gathering: Total Seminars

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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