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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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    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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    Microsoft

    Microsoft Advanced Analytics Techniques with Generative AI

    Skills you'll gain: Logistic Regression, Leaflet (Software), Prompt Engineering, Rmarkdown, Web Scraping, Regression Analysis, Responsible AI, Generative AI, Statistical Modeling, Statistics, Statistical Analysis, Data Ethics, Applied Machine Learning, Root Cause Analysis, AI Product Strategy, AI Enablement, AI Integrations, AI Personalization, AI Orchestration, AI Workflows

    4.6
    Rating, 4.6 out of 5 stars
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    86 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Macquarie University

    Cyber Security: Essentials for Forensics

    Skills you'll gain: Mobile Security, Digital Forensics, Criminal Investigation and Forensics, Cyber Threat Intelligence, Cyber Security Strategy, Investigation, Intrusion Detection and Prevention, Cyber Attacks, Cybersecurity, Mobile Development, Model Training, Cyber Security Policies, Artificial Intelligence and Machine Learning (AI/ML), Threat Modeling, Data Security, Cyber Governance, Machine Learning Methods, iOS Development, Application Security, Digital Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    53 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Data Wrangling, Regression Analysis, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Science, Data Transformation, Machine Learning, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Apply R for Business Analytics Projects

    Skills you'll gain: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Marketing Strategies, Job Analysis, Predictive Analytics, Analytics, R Programming, Credit Risk, R (Software), Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    453 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Virginia

    Design Thinking

    Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Journey Mapping, Human Centered Design, Stakeholder Engagement, Design Research, Project Scoping, Planning, Persona Development, Design Strategies, Project Planning, Value Engineering, Product Development, Strategic Thinking, Creativity

    4.6
    Rating, 4.6 out of 5 stars
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    298 reviews

    Beginner · Specialization · 3 - 6 Months

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    Anthropic

    AI Fluency for Students

    Skills you'll gain: Responsible AI, AI literacy, Anthropic Claude, AI Personalization, Professional Development, AI Workflows, Artificial Intelligence, Honesty, Ethical Standards And Conduct, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI Governance

    Skills you'll gain: Responsible AI, Data Ethics, Governance, Governance Risk Management and Compliance, Compliance Management, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership

    4.8
    Rating, 4.8 out of 5 stars
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    164 reviews

    Beginner · Course · 1 - 3 Months

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    SkillUp

    Essentials of CPT and HCPCS Coding

    Skills you'll gain: CPT Coding, Medical Coding, Medical Privacy, Medical Billing, Regulatory Compliance, Anatomy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Stanford University

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Health Equity, Health Disparities, Clinical Informatics, Precision Medicine, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    344 reviews

    Beginner · Course · 1 - 3 Months

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

  • Data Science for Healthcare: SkillUp
  • Microsoft Advanced Analytics Techniques with Generative AI: Microsoft
  • Cyber Security: Essentials for Forensics: Macquarie University
  • Python: Master House Price Prediction with Linear Regression: EDUCBA
  • Apply R for Business Analytics Projects: EDUCBA
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera
  • Design Thinking: University of Virginia
  • AI Fluency for Students: Anthropic
  • AI Governance: Saïd Business School, University of Oxford

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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