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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Integration, Unsupervised Learning, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Dataflow, Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Unstructured Data, Tensorflow, Extract, Transform, Load, Systems Design, Data Migration, Data Warehousing, Data Infrastructure, Data Architecture, Apache Spark, Data Processing, MLOps (Machine Learning Operations), Big Data, Data Governance, Apache Hadoop, Real Time Data

    4.4
    Rating, 4.4 out of 5 stars
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    296 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Content Strategy, Competitive Analysis, Forecasting, Content Performance Analysis, Expectation Management, Relationship Management, Content Marketing, Content Creation, Marketing, A/B Testing, Key Performance Indicators (KPIs), Goal Setting, Internal Auditing

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Chicken Behaviour and Welfare

    Skills you'll gain: Ethical Standards And Conduct, Behavioral Health, Behavior Management, Environmental Regulations, Human Learning, Nutrition and Diet, Non-Verbal Communication

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Graphic Design

    Skills you'll gain: Graphic Design, Graphic and Visual Design, Graphic and Visual Design Software, Design, Visual Design, Layout Design, Typography, Design Reviews, Adobe Photoshop, Design Elements And Principles, Design Strategies, Color Theory, Editing, Creativity

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Geneva

    Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques

    Skills you'll gain: Interactive Learning, Ethical Standards And Conduct, Education and Training, Environmental Issue, Liberal Arts, Social Justice, Social Studies, Political Sciences, Economics, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
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    627 reviews

    Mixed · Course · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen?

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Model Evaluation, Classification Algorithms, Machine Learning Methods, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.3
    Rating, 4.3 out of 5 stars
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    80 reviews

    Mixed · Course · 1 - 3 Months

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    Vanderbilt University

    Innovative Teaching with ChatGPT

    Skills you'll gain: ChatGPT, Creative Problem-Solving, AI Personalization, Innovation, Brainstorming, Game Design, Education Software and Technology, Student Engagement, Prompt Engineering, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    625 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Berklee

    Music Business

    Skills you'll gain: Intellectual Property, Entrepreneurship, Music History, Contract Negotiation, Fundraising and Crowdsourcing, Creativity, Team Building, Creative Thinking, Presentations, Innovation, Brand Strategy, Professional Networking, Lawsuits, Self-Starter, Music, Branding, Open Mindset, Digital Assets, Social Media, Business

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Optimizing a Website for Google Search: University of California, Davis
  • Chicken Behaviour and Welfare: The University of Edinburgh
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Graphic Design: University of Colorado Boulder
  • Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques: University of Geneva
  • Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen?: Universitat Autònoma de Barcelona
  • Innovative Teaching with ChatGPT: Vanderbilt University
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern 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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