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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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    ISAE-SUPAERO

    Fundamentals of Flight mechanics

    Skills you'll gain: Mechanics, Thermal Management, Energy and Utilities, Hazard Analysis, Risk Control, Physical Science, Simulations, Applied Mathematics, Control Systems, Systems Of Measurement, Vibrations, Engineering Analysis, Engineering Calculations, Physics, Engineering, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    595 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Build and Deploy Chatbots Using IBM Watson Assistant

    Skills you'll gain: IBM Cloud, Development Testing, Natural Language Processing, Software Testing, User Flows, Customer experience improvement, User Accounts, Content Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Patient Outcomes: Communicate with Clarity

    Skills you'll gain: Patient Communication, Teamwork, Collaboration, Patient Education And Counseling, Communication, Communication Strategies, Verbal Communication Skills, Interpersonal Communications, Patient Education and Support, Active Listening, Clinical Documentation, Empathy

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Systems & Analytics in Management Accounting

    Skills you'll gain: Analytics, Enterprise Resource Planning, Systems Analysis, Information Systems, Management Information Systems, Business Analytics, Business Process Management, Data Governance, Data Preprocessing, Automation

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Positive Psychology: Martin E. P. Seligman’s Visionary Science

    Skills you'll gain: Optimism, Personal Development, Resilience, Positive Behavior Support, Psychology, Working With Children, Education and Training, Research, Visionary, Human Development, Creativity

    4.9
    Rating, 4.9 out of 5 stars
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    6.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Real Time Data, Predictive Modeling, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

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    Atlassian

    Version Control with Git

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Configuration Management, Command-Line Interface, Code Review, Collaborative Software

    4.7
    Rating, 4.7 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, Data Store, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design, Cloud Storage, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply SketchUp Plugins to Build 3D Architectural Models

    Skills you'll gain: SketchUp (3D Modeling Software), Architectural Design, Architectural Drawing, 3D Modeling, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Blockchain And Cryptocurrency Definitions For Beginners

    Skills you'll gain: Blockchain, Digital Assets, Emerging Technologies, FinTech, Payment Systems, Distributed Computing, Data Security

    Mixed · Course · 1 - 3 Months

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    University of Michigan

    Introduction to Thermodynamics: Transferring Energy from Here to There

    Skills you'll gain: Mechanical Engineering, Thermal Management, Engineering, Energy and Utilities, Physics, Engineering Analysis, Systems Of Measurement, Physical Science, Process Analysis, Environmental Issue

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Operating Budget, Cost Accounting, Cost Estimation, Expense Management, Microsoft Excel, Microsoft Copilot, Financial Planning, Prompt Engineering, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Fundamentals of Flight mechanics: ISAE-SUPAERO
  • Build and Deploy Chatbots Using IBM Watson Assistant: EDUCBA
  • Patient Outcomes: Communicate with Clarity: Coursera
  • Analyze Systems & Analytics in Management Accounting: EDUCBA
  • Positive Psychology: Martin E. P. Seligman’s Visionary Science: University of Pennsylvania
  • Time Series Analysis with Spark: Packt
  • Version Control with Git: Atlassian
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • Apply SketchUp Plugins to Build 3D Architectural Models: EDUCBA
  • Blockchain And Cryptocurrency Definitions For Beginners: Alex Genadinik

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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