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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


  • Status: New
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    B

    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    191 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    A

    Arizona State University

    Probability, Statistical Inference and Regression Analysis

    Skills you'll gain: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Financial Management Graduate Certificate

    Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • C

    Coursera

    Introduction to Python

    Skills you'll gain: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design

    4.5
    Rating, 4.5 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    C

    Coursera

    Architect Reusable AI Agent Systems

    Skills you'll gain: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    U

    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil Engineering, Sustainable Architecture, Building Design, Innovation, Sustainable Design, Structural Engineering, Robotics, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration

    4.7
    Rating, 4.7 out of 5 stars
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    848 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
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    Coursera

    Organize, Evaluate & Learn Marketing Campaigns

    Skills you'll gain: Sprint Retrospectives, Timelines, Project Schedules, Workflow Management, Campaign Management, Project Management, Project Management Software, Marketing Effectiveness, Organizational Skills, Advertising Campaigns, Project Planning, Marketing Analytics, Agile Methodology, Process Improvement, Prioritization, Process Analysis, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    D

    DeepLearning.AI

    L’IA pour tous

    Skills you'll gain: AI Product Strategy, Business Strategy, Artificial Intelligence, Data Ethics, Artificial Neural Networks, Data Science, Cross-Functional Collaboration, Deep Learning, Machine Learning, Recruitment

    4.7
    Rating, 4.7 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois at Urbana-Champaign

    Managerial Economics & Business Analysis Graduate Certificate

    Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: New
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    Packt

    Building Web Applications with Flask

    Skills you'll gain: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Anomaly Detection, Image Analysis, Production Process, Machine Learning, Artificial Intelligence, Physical Science, Natural Resource Management, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Probability, Statistical Inference and Regression Analysis: Arizona State University
  • Financial Management Graduate Certificate: University of Illinois at Urbana-Champaign
  • Introduction to Python: Coursera
  • Architect Reusable AI Agent Systems: Coursera
  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • Generative AI Leader: Google Cloud
  • Organize, Evaluate & Learn Marketing Campaigns: Coursera
  • L’IA pour tous: DeepLearning.AI
  • Managerial Economics & Business Analysis Graduate Certificate: University of Illinois at Urbana-Champaign

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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