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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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    Coursera

    Build Chroma Search

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply PowerShell Scripting for Automation and Projects

    Skills you'll gain: Windows PowerShell, Scripting, Systems Administration, Operating System Administration, IT Automation, Scripting Languages, Automation, Application Development, Debugging, Integrated Development Environments

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of Inventory Systems and Player Interaction

    Skills you'll gain: Unity Engine, Debugging, User Interface (UI) Design, Game Design, Video Game Development, User Interface and User Experience (UI/UX) Design, 3D Assets, Program Development, Interaction Design, Scripting, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    使用 Cloud Run 部署及擴充 AI 模型

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Enablement, MLOps (Machine Learning Operations), Artificial Intelligence, Machine Learning Methods, Scalability, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Model Evaluation, Metadata Management, Data Integrity, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Artificial Intelligence with Python: Foundations to Projects

    Skills you'll gain: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Data Visualization Software, Python Programming, Data Science, Machine Learning, Data Analysis

    4.7
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    33 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Adapt Communication Styles

    Skills you'll gain: Communication, Negotiation, Sales Process, Communication Strategies, Business Communication, Sales Development, Business Correspondence, Sales, Sales Strategy, Business Writing, Trustworthiness, Customer Analysis, Sales Support, Recognizing Others, Customer Engagement, Customer Insights, Adaptability

    Intermediate · Course · 1 - 4 Weeks

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    PracticalGrowth

    Keeping Great People: A Team Leader’s Retention Playbook

    Skills you'll gain: Succession Planning, Employee Retention, Recognizing Others, Talent Management, Team Performance Management, Employee Engagement, Team Building, Team Leadership, People Management, Workforce Planning, Professional Development, Workforce Management, Employee Coaching, Interviewing Skills, Capacity Management, Dashboard, Mentorship

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Implement RPA Bots for Social Media Monitoring

    Skills you'll gain: Robotic Process Automation, Social Media Management, Social Media, Social Media Marketing, Microsoft Excel, Brand Awareness, Automation, Market Analysis, Secure Coding, Process Design, Image Analysis, Data Import/Export, UI Components, Web Scraping, Verification And Validation, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Chris Croft Training

    Launch and Grow Your Business - Entrepreneurial Leadership

    Skills you'll gain: Cost Reduction, Cost Control, Entrepreneurship, Operating Cost, Business, Business Leadership, Business Operations, Leadership Development, Price Negotiation, Business Management, Business Administration, Business Planning, Leadership, Business Strategy, Leadership and Management, Initiative and Leadership, Gross Profit, Entrepreneurial Finance, Cost Management, Business Communication

    Beginner · Specialization · 3 - 6 Months

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    LearnQuest

    Cloud Computing Basics (Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Platforms, Cloud Services, Cloud Deployment, Cloud Technologies, Cloud Infrastructure, Cloud Computing Architecture, Public Cloud, Infrastructure As A Service (IaaS), Managed Services, Serverless Computing, Virtual Machines, Hybrid Cloud Computing, Software As A Service, Microsoft Azure, Platform As A Service (PaaS), Emerging Technologies, Containerization, Scalability

    4.5
    Rating, 4.5 out of 5 stars
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    Beginner · Course · 1 - 3 Months

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    Packt

    ZFS on Linux - A Deep Dive into the Zettabyte File System

    Skills you'll gain: Systems Administration, Virtual Machines, Scalability

    Beginner · Course · 1 - 4 Weeks

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

  • Build Chroma Search: Coursera
  • Apply PowerShell Scripting for Automation and Projects: EDUCBA
  • Foundations of Inventory Systems and Player Interaction: Packt
  • 使用 Cloud Run 部署及擴充 AI 模型: Google Cloud
  • Ethics and Safety in Open AI: Coursera
  • Artificial Intelligence with Python: Foundations to Projects: EDUCBA
  • Adapt Communication Styles: Coursera
  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Implement RPA Bots for Social Media Monitoring: EDUCBA
  • Launch and Grow Your Business - Entrepreneurial Leadership: Chris Croft Training

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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