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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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    P

    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: New
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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Security, Data Quality, Data Transformation, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Análisis de documentos con servicios cognitivos de Azure

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Microsoft Azure, Machine Learning Methods, Data Validation, No-Code Development, Data Processing, Document Management, Cloud Services

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    J

    Johns Hopkins University

    Calculus through Data & Modeling: Limits & Derivatives

    Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    209 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    E

    Epic Games

    User Interface in Game Design

    Skills you'll gain: Unreal Engine, User Interface (UI), User Interface (UI) Design, UI Components, Game Design, Video Game Development, User Experience, Usability, Programming Principles, Mockups, Prototyping

    3.4
    Rating, 3.4 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Vector Databases: An Introduction with Chroma DB

    Skills you'll gain: Vector Databases, Embeddings, NoSQL, Databases, Database Architecture and Administration, Database Management, Data Architecture, AI Personalization, Scalability

    4.6
    Rating, 4.6 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    F

    Fundação Lemann

    Aprenda a ensinar programação com o Programaê!

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Computer Programming, Learning Management Systems, Computational Thinking, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    SkillUp

    UI/UX Wireframing and Prototyping with Figma

    Skills you'll gain: Responsive Web Design, User Interface (UI), UI Components, Figma (Design Software), UI/UX Strategy, User Interface and User Experience (UI/UX) Design, Prototyping, Usability Testing, Interactive Design, User Experience Design, Mobile Development, Style Guides, Web Development, Animations

    5
    Rating, 5 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Customer Service with Python: Build a Chatbot using ChatGPT

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Prompt Engineering, Customer Service, Customer Support, Application Programming Interface (API), User Flows, Test Case, Python Programming, Development Environment, Debugging

    4.2
    Rating, 4.2 out of 5 stars
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    27 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
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    N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, Data Management, Data Preprocessing, Computer Vision, Unstructured Data, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Social Determinants of Health: Data to Action

    Skills you'll gain: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Data Analysis, Box Plots, Data Ethics, Substance Abuse, Research Methodologies, Correlation Analysis, Scatter Plots, Environmental Monitoring

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Programming Generative AI: Pearson
  • CompTIA Data+: Infosec
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Análisis de documentos con servicios cognitivos de Azure: Coursera
  • Calculus through Data & Modeling: Limits & Derivatives: Johns Hopkins University
  • User Interface in Game Design: Epic Games
  • Vector Databases: An Introduction with Chroma DB: IBM
  • Aprenda a ensinar programação com o Programaê!: Fundação Lemann
  • UI/UX Wireframing and Prototyping with Figma: SkillUp
  • Customer Service with Python: Build a Chatbot using ChatGPT: Coursera

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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