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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

    Business Intelligence & Data Visualization in Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Business Intelligence, Spreadsheet Software, Business Reporting, Data Visualization, Interactive Data Visualization, Data Presentation, Dashboard, Dashboard Creation, Data Analysis, Data Visualization Software, Data-Driven Decision-Making, Data Transformation, Analysis, Predictive Analytics, Data Management

    Mixed · Course · 1 - 3 Months

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    Coursera

    Calibrate and Serve Confident AI Predictions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Fixed Income Valuation and Interest Rates

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Credit Risk, Investment Management, Financial Modeling, Financial Analysis, Finance, Corporate Finance, Risk Management, Investment Banking, Cash Flows, Forecasting, Income Statement

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    النماذج المتعاقبة

    Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Artificial Neural Networks, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Minnesota State University, Mankato

    Skills for New Manager Success

    Skills you'll gain: Leadership and Management, Leadership Development, Team Management, Leadership, Team Leadership, Initiative and Leadership, Organizational Development, Professional Development, Communication Strategies, Professionalism, Strategic Leadership, Verbal Communication Skills, Conflict Management, Communication, Behavior Management, Performance Analysis, Business Management, Trustworthiness, Adaptability, Problem Solving

    Beginner · Specialization · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Hands-On with GenAI Tools and Technologies

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, AI powered creativity, AI literacy, AI Workflows, AI Integrations, Model Deployment, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI: Fine-Tune & Maximize Accuracy

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Scrimba

    Advanced JavaScript 1: Objects, Loops, Hoisting

    Skills you'll gain: Javascript, Code Reusability, Computational Logic, Programming Principles, Data Import/Export, Web Development

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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Conference Room Booking System in C# .NET

    Skills you'll gain: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Adobe InDesign Masterclass

    Skills you'll gain: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic and Visual Design, Color Matching, Graphic Design, Design, Graphic and Visual Design Software, Adobe Creative Cloud, Design Elements And Principles, Document Management, Digital Publishing

    Beginner · Course · 1 - 3 Months

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    ISAE-SUPAERO

    Foundation of Structural Dynamics

    Skills you'll gain: Structural Engineering, Mechanics, Structural Analysis, Engineering Analysis, Mechanical Engineering, Engineering, Vibrations, Mathematical Modeling, Control Systems, Physics

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    Rating, 4.2 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Unsupervised Learning, Data Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Descriptive Statistics, Data Processing, Data Preprocessing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms, Model Evaluation

    Beginner · Course · 1 - 3 Months

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

  • Business Intelligence & Data Visualization in Excel: EDUCBA
  • Calibrate and Serve Confident AI Predictions: Coursera
  • Fixed Income Valuation and Interest Rates: EDUCBA
  • النماذج المتعاقبة: DeepLearning.AI
  • Skills for New Manager Success: Minnesota State University, Mankato
  • Hands-On with GenAI Tools and Technologies: Alberta Machine Intelligence Institute
  • Optimize AI: Fine-Tune & Maximize Accuracy: Coursera
  • Advanced JavaScript 1: Objects, Loops, Hoisting: Scrimba
  • Develop a Conference Room Booking System in C# .NET: EDUCBA
  • Adobe InDesign Masterclass: 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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