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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: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    384 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Big Data, Extract, Transform, Load, Tensorflow, Data Integration, Data Processing, Data Warehousing, Unstructured Data, Query Languages, Apache Spark, Data Architecture, Real Time Data, Data Management, Data Migration, SQL, Metadata Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidad de Chile

    Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.

    Skills you'll gain: Adult Education, Lifelong Learning, Professional Development, Instructional Design, Educational Materials, Higher Education, Communication, Planning, Learning Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    207 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    3D Printing Applications

    Skills you'll gain: Design Thinking, Creative Thinking, Intellectual Property, Conceptual Design, 3D Modeling, Solution Design, Innovation, Prototyping, Social Impact, Manufacturing Processes, Manufacturing and Production, Entrepreneurship

    4.6
    Rating, 4.6 out of 5 stars
    ·
    687 reviews

    Beginner · Course · 1 - 3 Months

  • N

    National Taiwan University

    3D CAD Application

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Building Design, 3D Assets, Architecture and Construction, Computer-Aided Design, Assembly Drawing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    165 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Innovar tu enseñanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Problem Solving, Needs Assessment, Collaboration, Constructive Feedback, Planning, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    241 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IIMA - IIM Ahmedabad

    How to Transform Digitally?

    Skills you'll gain: Digital Transformation, Business Transformation, Stakeholder Engagement, Organizational Change, Change Management, Business Modeling, Enterprise Architecture, Cloud Computing Architecture, Governance, Data-Driven Decision-Making, Workforce Development, Overcoming Objections, Cybersecurity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, A/B Testing, Quantitative Research, Machine Learning, Model Evaluation

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    60 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Investment Strategies and Portfolio Analysis

    Skills you'll gain: Portfolio Management, Investment Management, Performance Measurement, Performance Analysis, Return On Investment, Investments, Financial Market, Financial Analysis, Risk Analysis, Benchmarking, Statistical Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    280 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    FPGA computing systems: Background knowledge and introductory materials

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Application Specific Integrated Circuits, Technical Design, Systems Design, Computer Architecture, Hardware Architecture, Electronic Hardware, Distributed Computing, System Configuration, Cloud Computing Architecture, Computer-Aided Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    247 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Local Economic Development

    Skills you'll gain: Economic Development, Community Development, Entrepreneurship, Project Design, Sustainable Development, Socioeconomics, International Relations, Competitive Analysis, New Business Development, Innovation, Business Economics, Policy Development, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    401 reviews

    Beginner · Course · 1 - 3 Months

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

  • Algorithmic Thinking (Part 1): Rice University
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.: Universidad de Chile
  • 3D Printing Applications: University of Illinois Urbana-Champaign
  • 3D CAD Application: National Taiwan University
  • Innovar tu enseñanza con design thinking: Universidad Nacional Autónoma de México
  • How to Transform Digitally?: IIMA - IIM Ahmedabad
  • Statistical Modeling for Data Science Applications: University of Colorado Boulder
  • Quick Start Guide to Large Language Models (LLMs): Pearson
  • Investment Strategies and Portfolio Analysis: Rice University

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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