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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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    EDUCBA

    Function Point Analysis for Software Estimation

    Skills you'll gain: Project Estimation, Estimation, Cost Estimation, Functional Requirement, Software Development Methodologies, Requirements Analysis, Functional Specification, Systems Analysis, Software Development Life Cycle, Project Planning, Software Development, Transaction Processing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Unity Maze Games: Design, Build & Optimize

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Performance Tuning, Animation and Game Design, Project Design, Interactive Design, Program Development, Systems Development, Design, Experience Design, Design and Product, Design Elements And Principles, Scripting, Mechanics

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Build and Apply Angular Applications with Ionic

    Skills you'll gain: Angular, Scalability, Application Development, Mobile Development, Mobile Development Tools, Application Frameworks, Web Applications, Cross Platform Development, Development Environment, Web Development Tools, UI Components, Code Reusability, Software Architecture, Programming Principles

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Hadoop Projects: Analyze Big Data with Hive & Pig

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Analysis, Data Transformation, Database Management

    Mixed · Course · 1 - 3 Months

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    Packt

    Managing Conflict

    Skills you'll gain: Conflict Management, Active Listening, Teamwork, Collaboration, Professionalism, Relationship Management, Interpersonal Communications, Culture Transformation, Emotional Intelligence, Accountability

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    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Creativity In Business and Other Disciplines

    Skills you'll gain: Creative Thinking, Creativity, Ideation, Innovation, Architectural Design, AI powered creativity, Problem Solving, Design Thinking, Artificial Intelligence and Machine Learning (AI/ML), Entrepreneurship, Advertising, Marketing, Game Design, Creative Design, Advertising Campaigns, Emerging Technologies, Consumer Behaviour, Experimentation, Team Collaboration

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Advanced Risk Management and Strategy

    Skills you'll gain: Portfolio Management, Investment Management, Credit Risk, Risk Modeling, Portfolio Risk, Financial Management, Risk Analysis, Financial Market, Strategic Thinking, Risk Management Framework, Analysis, Risk Management, Strategic Decision-Making, Financial Regulation, Complex Problem Solving, Problem Solving, Time Management, Design

    Mixed · Course · 1 - 4 Weeks

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    Packt

    AWS, JavaScript, React - Deploy Web Apps on the Cloud

    Skills you'll gain: AWS Identity and Access Management (IAM), Linux Administration, Amazon Elastic Compute Cloud, Linux Servers, Identity and Access Management, Cloud Hosting, Cloud Deployment, Cloud Infrastructure, Amazon Web Services, Cloud Computing, Front-End Web Development, Cloud Management, Linux, Ubuntu, UI Components, Application Deployment, React.js, Event-Driven Programming, Javascript, Apache

    4.8
    Rating, 4.8 out of 5 stars
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    9 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Manage Enterprise Data Analytics Systems

    Skills you'll gain: Dashboard Creation, Dashboard, Splunk, Role-Based Access Control (RBAC), Data Transformation, Statistical Visualization, Infrastructure Architecture, Data Infrastructure, Data Visualization Software, Analytical Skills, Data Analysis, Statistical Analysis, Anomaly Detection, Exploratory Data Analysis, Configuration Management, Data Manipulation, Data Presentation, Interactive Data Visualization, Scatter Plots, Authentications

    Beginner · Specialization · 3 - 6 Months

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    École Polytechnique Fédérale de Lausanne

    Parallel programming (Scala 2 version)

    Skills you'll gain: Scala Programming, Data Structures, Algorithms, Performance Tuning, Other Programming Languages, Functional Design, Performance Testing, Unsupervised Learning, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    MLOps with Vertex AI: Manage Features - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Data Store, Model Deployment, Data Modeling, Feature Engineering, Data Preprocessing, Data Storage Technologies, Applied Machine Learning, Data Management, Data Storage, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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

  • Function Point Analysis for Software Estimation: EDUCBA
  • Career Development for Multimodal Intelligence: Coursera
  • Master Unity Maze Games: Design, Build & Optimize: EDUCBA
  • Build and Apply Angular Applications with Ionic: EDUCBA
  • Hadoop Projects: Analyze Big Data with Hive & Pig: EDUCBA
  • Managing Conflict: Packt
  • Creativity In Business and Other Disciplines: University of Pennsylvania
  • Advanced Risk Management and Strategy: EDUCBA
  • AWS, JavaScript, React - Deploy Web Apps on the Cloud: Packt
  • Analyze and Manage Enterprise Data Analytics Systems: 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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