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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 University of Tokyo

    6分間模擬授業で学ぶ授業づくり(Learn How to Teach by 6 Min. Micro Teaching)

    Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Curriculum Development, Graphic Design, Instructional Design, Student Engagement, Cooperation, Constructive Feedback, Analysis, Time Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Edureka

    Generative AI for Workflow Automation

    Skills you'll gain: Generative AI Agents, Business Process Automation, Generative AI, AI Workflows, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, Human Resources, Performance Metric, Key Performance Indicators (KPIs), Real Time Data, Google Sheets, Application Programming Interface (API), Scalability

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Determine Shortest Paths Between Routers Using Python

    Skills you'll gain: Data Structures, File I/O, Network Routing, Computer Networking, Object Oriented Programming (OOP), Python Programming, Network Routers, Algorithms, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Agile Project Coordination

    Skills you'll gain: Project Schedules, Workflow Management, Sprint Planning, Agile Project Management, Scrum (Software Development), Project Management, Project Planning, Strategic Communication, Project Documentation, Communication Strategies, Agile Methodology, Stakeholder Communications, Process Improvement, Team Management, Risk Management, Change Management, Performance Management, Resource Management, Cross-Functional Collaboration, Data-Driven Decision-Making

    Beginner · Specialization · 3 - 6 Months

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    Free Trial
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    Board Infinity

    Web Development Mastery: HTML, CSS & JavaScript Fundamentals

    Skills you'll gain: Responsive Web Design, User Interface (UI) Design, HTML and CSS, Front-End Web Development, Web Development Tools, Web Design and Development, Bootstrap (Front-End Framework), React.js, Javascript, UI Components, JavaScript Frameworks, Web Components, Software Development Tools, Semantic Web

    3.8
    Rating, 3.8 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Responsible AI - בעברית

    Skills you'll gain: Responsible AI, Data Ethics, Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Ultimate T-SQL And Microsoft SQL Server Bootcamp

    Skills you'll gain: Microsoft SQL Servers, Transact-SQL, SQL, Transaction Processing, Stored Procedure, Data Manipulation, Database Management, Query Languages, Relational Databases, Database Architecture and Administration, Databases, Data Integrity

    Intermediate · Course · 3 - 6 Months

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    Microsoft

    Build Serverless Applications

    Skills you'll gain: Microsoft Development Tools, Microsoft Azure, Serverless Computing, Cloud Development, Event-Driven Programming, Cloud API, Application Programming Interface (API), Microservices, GitHub, Business Process Automation

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Sales Managers: Data-Driven Sales Forecasting

    Skills you'll gain: Sales Pipelines, AI Personalization, Sales Management, Sales Process, Sales, Sales Strategy, Anthropic Claude, Customer Engagement, Responsible AI, Sales Training, Customer experience improvement, Lead Generation, Generative AI, ChatGPT, Forecasting, Business Ethics

    Intermediate · Course · 1 - 4 Weeks

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    MedCerts

    Electronic Health Records

    Skills you'll gain: Information Management, Medical Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Information Privacy, Data Storage

    Beginner · Course · 1 - 3 Months

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

  • 6分間模擬授業で学ぶ授業づくり(Learn How to Teach by 6 Min. Micro Teaching): The University of Tokyo
  • Generative AI for Workflow Automation: Edureka
  • Determine Shortest Paths Between Routers Using Python: Coursera
  • Programming Generative AI: Unit 1: Pearson
  • Cours intensif sur la science des données: Johns Hopkins University
  • Agile Project Coordination: Coursera
  • Web Development Mastery: HTML, CSS & JavaScript Fundamentals: Board Infinity
  • Introduction to Responsible AI - בעברית: Google Cloud
  • The Ultimate T-SQL And Microsoft SQL Server Bootcamp: Packt
  • Build Serverless Applications: Microsoft

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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