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  • Applied Machine Learning

Applied Machine Learning Courses Online

Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.


Explore the Applied Machine Learning Course Catalog


  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - 日本語版

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Generative AI, Applied Machine Learning, Deep Learning, Natural Language Processing, Artificial Neural Networks

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Google Cloud Platform, Data Modeling, Data Management, Data Storage, Data Import/Export, Applied Machine Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 日本語版

    Skills you'll gain: Google Gemini, Customer Relationship Management, Generative AI, Applied Machine Learning, Big Data, Predictive Modeling, Artificial Intelligence, Query Languages, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, Data Modeling

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 繁體中文

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Big Data, Customer Relationship Management, Applied Machine Learning, SQL, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Unsupervised Learning, Data Mining, Statistical Modeling, Supervised Learning, Deep Learning, Service Level, Probability, Machine Learning Algorithms, Applied Machine Learning, Statistical Inference, Statistical Hypothesis Testing, Dimensionality Reduction, Data Warehousing, Statistical Machine Learning, Data Pipelines, Data Processing, Performance Testing, Bash (Scripting Language), Data Science, Statistical Methods

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Apache Spark, Predictive Modeling, Large Language Modeling, Database Management, Unsupervised Learning, Data Ethics, Bayesian Statistics, Data Visualization Software, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

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In summary, here are 8 of our most popular applied machine learning courses

  • Encoder-Decoder Architecture - 日本語版: Google Cloud
  • Attention Mechanism - 日本語版: Google Cloud
  • MLOps with Vertex AI: Manage Features - Français: Google Cloud
  • Work with Gemini Models in BigQuery - 日本語版: Google Cloud
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Work with Gemini Models in BigQuery - 繁體中文: Google Cloud
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Master of Data Science: University of Pittsburgh

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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