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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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    Whizlabs

    Exam Prep DP-600: Microsoft Fabric Analytics Engineer

    Skills you'll gain: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Data Modeling, Data Governance, Data Warehousing, Data Analysis, Analytics, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Data Transformation, Data Management, Data Architecture, Data Pipelines, Performance Tuning

    3.1
    Rating, 3.1 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    SkillUp

    Advanced Healthcare Analytics

    Skills you'll gain: Decision Intelligence, Clinical Documentation, Health Informatics, AI Security, Predictive Modeling, LLM Application, Medical Privacy, Large Language Modeling, Logistic Regression, Computer Vision, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.7
    Rating, 4.7 out of 5 stars
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    43 reviews

    Beginner · Specialization · 1 - 3 Months

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    Deep Teaching Solutions

    Think Critically: Deductive Reasoning and Mental Models

    Skills you'll gain: Deductive Reasoning, Cognitive flexibility, Logical Reasoning, Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Analytical Skills, Open Mindset, Problem Solving, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

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    Politecnico di Milano

    One Health: Pandemic preparedness, prevention, and response

    Skills you'll gain: Public Health and Disease Prevention, Public Health, Infection Control, Environmental Science, Infectious Diseases, Epidemiology, Preventative Care, Environment, Environmental Laws, Environmental Issue, Environmental Policy, Health Policy, Health Care Procedure and Regulation, Crisis Intervention, Policy Analysis, Research, and Development, Climate Change Adaptation, Governance, Legal Strategy, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Applying Python for Data Analysis

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Data Presentation, Probability & Statistics, Data Transformation, Analytics, Statistics, Data Visualization Software, Statistical Analysis, Data Cleansing, Advanced Analytics, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Validate, Analyze, and Monitor ML Models

    Skills you'll gain: Decision Intelligence, Verification And Validation, Release Management, Maintainability, Machine Learning, Experimentation, Performance Testing, Benchmarking, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Generative AI Essentials for Finance and Accounting

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Engineering Tools, Miro AI, Financial Accounting, Cash Flow Forecasting, Accounting, Cash Flows, Data Processing

    3.6
    Rating, 3.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    ChatGPT, Midjourney, Gemini, DeepSeek: Marketing Tools

    Skills you'll gain: Prompt Engineering, Generative AI, Content Marketing, Marketing, ChatGPT, Content Creation, AI Personalization, Strategic Marketing, Persona Development, Digital Marketing, Web Analytics and SEO, Artificial Intelligence and Machine Learning (AI/ML), Social Media Campaigns, Automation, Creativity, Ethical Standards And Conduct, Graphic and Visual Design, Analytics, Natural Language Processing, Personal Development

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Advanced Redis Data Structures & Messaging Patterns

    Skills you'll gain: Redis, NoSQL, Real Time Data, Data Structures, Event-Driven Programming, Scalability, Query Languages, Data Modeling

    Beginner · Course · 1 - 4 Weeks

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    University of Miami

    Additive Manufacturing Scientific Concepts and Applications

    Skills you'll gain: Manufacturing Processes, Materials science, Engineering, Biomedical Engineering, Automation, Manufacturing Operations, Biological Engineering, Manufacturing and Production, AI Integrations, Emerging Technologies, Biomedical Technology, Prototyping, Artificial Intelligence, Production Process, Biotechnology, Machine Learning

    Beginner · Specialization · 1 - 3 Months

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

  • Exam Prep DP-600: Microsoft Fabric Analytics Engineer: Whizlabs
  • Advanced Healthcare Analytics: SkillUp
  • Data Science with R: Duke University
  • Think Critically: Deductive Reasoning and Mental Models: Deep Teaching Solutions
  • One Health: Pandemic preparedness, prevention, and response: Politecnico di Milano
  • Applying Python for Data Analysis: Coursera
  • Validate, Analyze, and Monitor ML Models: Coursera
  • Generative AI Essentials for Finance and Accounting: Edureka
  • Build & Evaluate Decision Trees for ML: Coursera
  • ChatGPT, Midjourney, Gemini, DeepSeek: Marketing Tools: SkillsBooster Academy

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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