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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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    Siemens

    응용 전산 유체 역학

    Skills you'll gain: Engineering Analysis, Thermal Management, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Managing Databases - End to End Web Development

    Skills you'll gain: Restful API, Database Design, API Design, MongoDB, Database Management, Authentications, Relational Databases, Performance Tuning, Databases, Authorization (Computing), NoSQL, SQL, Frontend Integration, Node.JS, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data Manipulation, Anomaly Detection, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI: Unit 3

    Skills you'll gain: Multimodal Prompts, Generative AI, Model Evaluation, Generative Model Architectures, Image Analysis, Embeddings, Transfer Learning, Computer Vision, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Customer Insights, Analytics, Business Intelligence, AI Enablement, Predictive Analytics, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Teradata: Architecture, Storage & Operations

    Skills you'll gain: Teradata SQL, Database Architecture and Administration, Data Storage, Relational Databases, Database Management Systems, Mainframe Computing, Data Processing, Data Integration, Query Languages, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Rate Limiting with Cloud Armor

    Skills you'll gain: Load Balancing, Google Cloud Platform, Infrastructure As A Service (IaaS), Firewall, Cloud Infrastructure, Performance Testing, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Network Security, Back-End Web Development, Front-End Web Development

    Intermediate · Project · Less Than 2 Hours

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    Packt

    Foundations of Unreal Engine 5 and Basic Environment Design

    Skills you'll gain: 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Game Design, Animation and Game Design, User Interface (UI), Scalability, Performance Tuning, Design

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Migrating to AlloyDB from PostgreSQL Using Database Migration Service

    Skills you'll gain: Data Migration, Google Cloud Platform, PostgreSQL, Operational Databases, Data Integrity, Virtual Private Networks (VPN)

    Beginner · Project · Less Than 2 Hours

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    Packt

    Advanced Automation Frameworks and Continuous Integration

    Skills you'll gain: GitHub, Jenkins, Git (Version Control System), Version Control, Selenium (Software), CI/CD, Test Automation, JUnit, Test Data, Unit Testing, Test Case, Software Testing, Regression Testing, Debugging

    Advanced · Course · 1 - 3 Months

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    Packt

    Unreal Engine 5 - Make AAA Game Vehicles

    Skills you'll gain: Unreal Engine, 3D Assets, Video Game Development, Virtual Environment, Animation and Game Design, Performance Tuning, Event-Driven Programming, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Python Pyramid - Beginners

    Skills you'll gain: Application Deployment, Configuration Management, Application Performance Management, Application Servers, Model View Controller, UI Components, Virtual Environment

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    Rating, 4.7 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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

  • 응용 전산 유체 역학: Siemens
  • Managing Databases - End to End Web Development: Board Infinity
  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • Programming Generative AI: Unit 3: Pearson
  • Gemini for Data Scientists and Analysts - Bahasa Indonesia: Google Cloud
  • Fundamentals of Teradata: Architecture, Storage & Operations: Board Infinity
  • Rate Limiting with Cloud Armor: Google Cloud
  • Foundations of Unreal Engine 5 and Basic Environment Design: Packt
  • Migrating to AlloyDB from PostgreSQL Using Database Migration Service: Google Cloud
  • Advanced Automation Frameworks and Continuous Integration: Packt

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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