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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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    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, VMware ESX Servers, Containerization, Ubuntu, Microsoft Windows

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Crea agentes basados en IA generativa con Vertex AI y Flutter

    Skills you'll gain: Flutter (Software), Google Gemini, Generative AI Agents, Artificial Intelligence, LLM Application, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Mobile Development, Cloud Hosting

    Beginner · Course · 1 - 3 Months

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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    Packt

    C# Object-Oriented Programming for Beginners in C# and .NET

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Programming Principles, .NET Framework

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Code and framework based agent development

    Skills you'll gain: ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Agentic systems, Semantic Web, Secure Coding, Authorization (Computing), Debugging, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Computation and Visualization for Analytics Part 1

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Matplotlib, Pandas (Python Package), Data Analysis, Scatter Plots, Data Cleansing, Data Manipulation, Data Integration, Data Transformation, Big Data, Programming Principles, Python Programming

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    PwC India

    Transfer pricing assessment, APA and Intra-group services

    Skills you'll gain: Tax Laws, Tax, Intercompany Accounting, Tax Compliance, Corporate Tax, Audit Planning, International Financial Reporting Standards, Arbitration, Law, Regulation, and Compliance, Analysis, Compliance Auditing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Design Better and Build Your Brand with Canva

    Skills you'll gain: Canva (Software), Logo Design, Graphic and Visual Design, Animations, Branding, Marketing Design, Design, Social Media Content, Scheduling, Typography

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Unreal Engine Advanced Gameplay & AI Mastery

    Skills you'll gain: Game Design, Video Game Development, Unreal Engine, User Interface (UI), Interactive Design, Animation and Game Design, User Interface and User Experience (UI/UX) Design, Virtual Environment, Computer Graphics, 3D Assets, Scripting, Artificial Intelligence, User Flows, Data Structures, Animations, Debugging, Performance Tuning, System Design and Implementation

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Cómo importar datos y crear visualizaciones en Python

    Skills you'll gain: Matplotlib, Data Visualization Software, Data Visualization, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Exploring Cost-optimization for GKE Virtual Machines

    Skills you'll gain: Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Management, Load Balancing, Capacity Management, Network Architecture

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    エンベディング作成、ベクトル検索、BigQuery での RAG

    Skills you'll gain: Google Gemini, Generative AI, Large Language Modeling, Prompt Engineering, Responsible AI, Google Cloud Platform, Natural Language Processing, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

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

  • Virtualization for Everyone: Pearson
  • Crea agentes basados en IA generativa con Vertex AI y Flutter: Google Cloud
  • Data Science Fundamentals Part 2: Unit 1: Pearson
  • C# Object-Oriented Programming for Beginners in C# and .NET: Packt
  • Code and framework based agent development: Microsoft
  • Computation and Visualization for Analytics Part 1: Northeastern University
  • Transfer pricing assessment, APA and Intra-group services: PwC India
  • Design Better and Build Your Brand with Canva: Packt
  • Unreal Engine Advanced Gameplay & AI Mastery: EDUCBA
  • Cómo importar datos y crear visualizaciones en Python: Coursera

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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