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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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    Scrimba

    React Beginner Project: Build a Color Picker Tool

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), HTML and CSS, Javascript, Web Applications, Front-End Web Development, Program Development, Programming Principles, Computer Programming, Web Development, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    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, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Unreal Engine 5 For Beginners: Characters & Interiors

    Skills you'll gain: Unreal Engine, Animation and Game Design, 3D Assets, Video Production, Virtual Environment, Cinematography, Storytelling, Visual Storytelling, Animations

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Tune HNSW

    Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Français

    Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Data Quality

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Serverless Computing, Model Deployment, Generative AI, Cloud Applications, AI Integrations, Model Optimization, Applied Machine Learning, Containerization, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Databases, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, AI Integrations, OpenAI, Text Mining, Generative AI, Python Programming, Data Analysis, Program Development, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

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    Northwestern University

    현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇

    Skills you'll gain: Robotics, Mathematical Modeling, Torque (Physics), Mechanics, Control Systems, Mathematical Software, Mechanical Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Image Generation - Deutsch

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Cloud Platform, Model Training, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Implementing BGP in a Service Provider Network

    Skills you'll gain: Network Monitoring, Network Planning And Design

    Beginner · Course · 1 - 3 Months

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    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Restful API, Authentications, Performance Tuning, Simulations

    Intermediate · Course · 1 - 3 Months

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

  • React Beginner Project: Build a Color Picker Tool: Scrimba
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Unreal Engine 5 For Beginners: Characters & Interiors: Skillshare
  • Tune HNSW: Coursera
  • Responsible AI for Developers: Fairness & Bias - Français: Google Cloud
  • Cloud Run으로 AI 모델 배포 및 확장하기: Google Cloud
  • Full-Stack Web Development with SvelteKit & Supabase: Packt
  • Product Reviews Text-based Search - OpenAI Text Embedding: Coursera
  • 현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇: Northwestern University
  • Introduction to Image Generation - Deutsch: Google Cloud

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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