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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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    Pontificia Universidad Católica de Chile

    Conocimiento:Una herramienta para la ingeniería y la gestión

    Skills you'll gain: Decision Making, Communication, Mediation, Interpersonal Communications, Systems Thinking, Information Management, Cultural Diversity, Learning Theory

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Engineering, Information Systems Security, Data Security, Cloud Services, Infrastructure Security, Cloud Computing, Application Design, Time Series Analysis and Forecasting, Encryption, Cryptography, Data Analysis, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

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    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    University of Leeds

    Sustainability in Business: Building a Greener Future

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Environmental Social And Corporate Governance (ESG), Business Transformation, Sustainability Reporting, Business Modeling, Business Leadership, Climate Change Mitigation, Stakeholder Engagement, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Python Programming

    Skills you'll gain: Debugging, Program Development, Data Structures, Python Programming, Scripting, Programming Principles, Computer Programming, Scripting Languages

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Generative AI, Model Evaluation, Convolutional Neural Networks, Generative Model Architectures, Deep Learning

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Certified Ethical Hacker (CEH): Unit 6

    Skills you'll gain: Mobile Security, Wireless Networks, Network Security, Application Security, Internet Of Things, Cybersecurity, Infrastructure Security, Android (Operating System), Exploitation techniques, Vulnerability Assessments, Encryption

    Intermediate · Course · 1 - 4 Weeks

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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Pipelines, Data Transformation, Governance, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Information Assurance, Risk Modeling, Metadata Management, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Writing for Inner Calm: Mindset, Methods, and Daily Exercise

    Skills you'll gain: Writing, Storytelling, Journals, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Resilience, Creativity, Mindfulness, Mental Concentration, Emotional Intelligence, Overcoming Obstacles

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Introduction to Intrusion Detection Systems (IDS)

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Endpoint Detection and Response, Distributed Denial-Of-Service (DDoS) Attacks, Threat Management, Anomaly Detection, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Event Monitoring, Network Monitoring, Network Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Full-Stack DApp Development with React and Web3

    Skills you'll gain: User Interface (UI), Bootstrap (Front-End Framework), Blockchain, User Interface (UI) Design, Front-End Web Development, Debugging, Full-Stack Web Development, Animations, Web Applications, Javascript, Test Script Development

    Advanced · Course · 1 - 3 Months

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    University of Alberta

    캡스톤 : 소프트웨어 제품 관리 실전 프로젝트

    Skills you'll gain: Sprint Planning, Agile Software Development, Product Demonstration, Agile Methodology, Requirements Analysis, Agile Project Management, Risk Management, Agile Product Development, Virtual Environment, Product Requirements, Product Management, Backlogs, Customer Communications Management, Customer Service, Presentations, User Story, Team Management, Prioritization

    Mixed · Course · 1 - 3 Months

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

  • Conocimiento:Una herramienta para la ingeniería y la gestión: Pontificia Universidad Católica de Chile
  • Developing Secure IoT Applications: EDUCBA
  • Sustainability in Business: Building a Greener Future: University of Leeds
  • Programming Generative AI: Unit 2: Pearson
  • Foundations of Python Programming: Packt
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Certified Ethical Hacker (CEH): Unit 6: Pearson
  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • Writing for Inner Calm: Mindset, Methods, and Daily Exercise: Skillshare
  • Introduction to Intrusion Detection Systems (IDS): Johns Hopkins University

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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