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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


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    The Hong Kong University of Science and Technology

    Learning Server-side Programming through Game Development

    Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Back-End Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data, Data Storage

    Intermediate · Course · 1 - 3 Months

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    Coursera

    AI in Education: Adaptive Learning & Personalized Pathways

    Skills you'll gain: AI Personalization, Education Software and Technology, Driving engagement, Responsible AI, Learning Management Systems, Data-Driven Decision-Making, Prompt Engineering, Analytics, Data Ethics, Artificial Intelligence, Generative AI, Quality Assurance, Data Analysis, Analytical Skills

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Text Mining, Classification Algorithms, Model Training

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Learning MEAN Stack by Building Real world Application

    Skills you'll gain: Node.JS, User Interface (UI), MongoDB, Javascript, Web Design, Front-End Web Development, Middleware, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), jQuery, Security Controls

    4.2
    Rating, 4.2 out of 5 stars
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    67 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Google Cloud

    Classify Images of Cats and Dogs using Transfer Learning

    Skills you'll gain: Tensorflow, Transfer Learning, Fine-tuning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Feature Engineering, Model Training, Machine Learning

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Optimize Deep Learning: Stabilize and Diagnose Models

    Skills you'll gain: Model Optimization, Model Training, Keras (Neural Network Library), Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Amazon Web Services

    Game based learning - Getting Started with Gen AI

    Skills you'll gain: Education Software and Technology, Generative AI, Digital pedagogy, AI literacy

    3.3
    Rating, 3.3 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Strategizing the Use of Generative AI in Learning Design

    Skills you'll gain: Responsible AI, Generative AI, ChatGPT, LLM Application, Education Software and Technology, AI Integrations, Design Strategies, Artificial Intelligence, Data Ethics, Content Creation, Professional Development

    4.9
    Rating, 4.9 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    ML Pipelines on Google Cloud - 日本語版

    Skills you'll gain: Google Cloud Platform, CI/CD, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Continuous Deployment, Model Deployment, Model Training, Metadata Management, AI Orchestration, PyTorch (Machine Learning Library)

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

    Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Machine Learning Software, Image Analysis, Real Time Data, Mobile Development, User Interface (UI) Design, Model Deployment, User Interface and User Experience (UI/UX) Design, Model Training, Predictive Modeling, UI Components, Computer Vision, Natural Language Processing, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Mastering Data Analysis with Pandas: Learning Path Part 4

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Learning Server-side Programming through Game Development: The Hong Kong University of Science and Technology
  • AI in Education: Adaptive Learning & Personalized Pathways: Coursera
  • Natural Language Processing - Deep Learning Models in Python: Packt
  • Learning MEAN Stack by Building Real world Application: Board Infinity
  • Classify Images of Cats and Dogs using Transfer Learning: Google Cloud
  • Optimize Deep Learning: Stabilize and Diagnose Models: Coursera
  • Game based learning - Getting Started with Gen AI: Amazon Web Services
  • Strategizing the Use of Generative AI in Learning Design: University of Michigan
  • ML Pipelines on Google Cloud - 日本語版: Google Cloud
  • Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI: EDUCBA

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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