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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

    ML Model Training & Validation

    Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    SkillUp

    Get Started with Spreadsheet Applications: Excel

    Skills you'll gain: Productivity Software, Collaborative Software, Microsoft Office, Spreadsheet Software, Google Sheets, Data Visualization, Excel Formulas, Data Entry, File Management, Microsoft Excel, Editing, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    206 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Model Training, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Fine-tuning, Artificial Neural Networks, Machine Learning, Computer Vision, Generative Model Architectures, Graph Theory, Machine Learning Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    94 reviews

    Intermediate · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Linux Security Scripting and Certification Preparation

    Skills you'll gain: Shell Script, Unix Shell, Bash (Scripting Language), Vulnerability Assessments, Linux, Linux Commands, Vulnerability Scanning, Linux Administration, System Monitoring, Continuous Monitoring, Security Testing, Scripting Languages, Security Management, Security Requirements Analysis, Computer Security Incident Management, Unix Commands, Scripting, Software Development Tools, Cyber Security Policies, Operating System Administration

    Intermediate · Course · 1 - 3 Months

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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

  • Status: Preview
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    Y

    Yale University

    A Journey through Western Christianity: from Persecuted Faith to Global Religion (200 - 1650)

    Skills you'll gain: Ancient History, Social Studies, European History, World History, Intercultural Competence, Cultural Diversity, Art History, Liberal Arts, Higher Education, Aesthetics

    4.8
    Rating, 4.8 out of 5 stars
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    701 reviews

    Beginner · Course · 1 - 3 Months

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    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Business Analytics for Decision Making

    Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Decision Making, Simulation and Simulation Software, Risk Modeling, Business Modeling, Data Analysis, Market Analysis, Unsupervised Learning, Model Optimization, Statistical Methods, Microsoft Excel, Spreadsheet Software, Exploratory Data Analysis, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing

    4
    Rating, 4 out of 5 stars
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    135 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Pennsylvania

    Business Strategies for A Better World

    Skills you'll gain: Social Impact, Demography, Philanthropy, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Project Scoping, Trend Analysis, Entrepreneurship, Business Strategies, Sustainable Development, Feasibility Studies, International Relations, Business Ethics, Case Studies, International Finance, Governance, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Deal Structuring and Execution: LBOs and M&A

    Skills you'll gain: Investment Banking, Mergers & Acquisitions, Private Equity, Financial Modeling, Bidding, Transaction Processing, Capital Markets, Business Valuation, Financial Statement Analysis, Loans, Case Studies, Financial Analysis, Closing (Sales), Investments, Finance, Business Modeling, Financial Management, Balance Sheet, Return On Investment, Cash Flows

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Scrimba

    AI for Web Developers

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Prompt Patterns, Responsible AI, OpenAI API, AI Integrations, Cloud Deployment, Cloud Applications, Cloud Development, LLM Application, OpenAI, HTML and CSS, Cloud API, Hypertext Markup Language (HTML), ChatGPT, Application Deployment, Mobile Development, API Gateway, Debugging, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    444 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • ML Model Training & Validation: Coursera
  • Get Started with Spreadsheet Applications: Excel: SkillUp
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Linux Security Scripting and Certification Preparation: John Wiley & Sons
  • Medical Terminology and Anatomy for Phlebotomy: MedCerts
  • A Journey through Western Christianity: from Persecuted Faith to Global Religion (200 - 1650): Yale University
  • Data Science for Healthcare: SkillUp
  • Business Analytics for Decision Making: University of Colorado Boulder
  • Vertex AI Search for Retail: Google Cloud
  • Business Strategies for A Better World: University of Pennsylvania

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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