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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


  • Status: New
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    Interplay Learning

    Trades Math

    Skills you'll gain: Systems Of Measurement, Applied Mathematics, Arithmetic, Engineering Tolerance, Plumbing, HVAC, Geometry, General Mathematics

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Packt

    Building Scalable Enterprise Application with .NET Apps

    Skills you'll gain: .NET Framework, API Design, ASP.NET, Process Driven Development, Application Programming Interface (API), Process Modeling, Enterprise Architecture, Restful API, Microservices, Web Services, C# (Programming Language), Enterprise Application Management, Cloud Deployment, Identity and Access Management, Software Architecture, Change Control, Systems Integration, Application Development, User Interface and User Experience (UI/UX) Design, Data Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    The Hong Kong University of Science and Technology

    Vector Calculus for Engineers

    Skills you'll gain: Integral Calculus, Calculus, Engineering Analysis, electromagnetics, Engineering, Geometry, Advanced Mathematics, Applied Mathematics, Mechanics, Physics, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Exploratory Data Analysis, Dashboard Creation, Dashboard, Descriptive Statistics, Correlation Analysis, Business Metrics, Data Presentation, Scatter Plots, Data Analysis, Key Performance Indicators (KPIs), Tableau Software, Statistical Visualization, Data Visualization, Statistical Reporting, Business Analytics, Descriptive Analytics, Data Visualization Software, Data Analysis Software, Data Processing, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Launch Email Campaigns

    Skills you'll gain: Email Marketing, Campaign Management, Digital Marketing Campaigns, Campaign Planning, Marketing Effectiveness, Content Performance Analysis, Key Performance Indicators (KPIs), HubSpot CRM, Performance Analysis, Target Audience, Marketing Analytics, Workflow Management, Performance Metric, Content Scheduling, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Cloud API, Feature Engineering, Model Training

    4.4
    Rating, 4.4 out of 5 stars
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    540 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    MathWorks

    Practical Data Science with MATLAB

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Plot (Graphics), Supervised Learning, Dimensionality Reduction, Data Presentation, Data Integration, Scientific Visualization, Statistical Visualization, Data Preprocessing, Interactive Data Visualization, Exploratory Data Analysis, Data Import/Export, Classification Algorithms, Model Training, Technical Communication, Data Analysis, Machine Learning Methods

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Human Resources Management and GenAI

    Skills you'll gain: Employee Retention, Talent Pipelining, Succession Planning, Workplace inclusivity, Human Resources Management and Planning, Performance Appraisal, Human Resource Strategy, Prompt Engineering, Mediation, Human Resources, Responsible AI, AI Enablement, Employee Performance Management, Human Resources Information System (HRIS), HR Tech, Payroll, Performance Review, Management Training And Development, Generative AI, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    454 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Building Resilient and Secure Microservice Architec

    Skills you'll gain: OAuth, Spring Framework, API Gateway, Spring Boot, Microservices, Authentications, Application Programming Interface (API), Restful API, Software Architecture, Java, Configuration Management, Distributed Computing, Authorization (Computing), Identity and Access Management, Solution Architecture, Software Visualization, Resilience, Network Routing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Manage SFMS PKI & Resilience

    Skills you'll gain: Public Key Infrastructure, Security Controls, Infrastructure Security, Gap Analysis, Security Information and Event Management (SIEM), Continuous Monitoring, Key Management, Cyber Risk, Incident Response, Bank Regulations, Banking Services, Event Monitoring, Public Key Cryptography Standards (PKCS), Commercial Banking, Banking, Network Security, Compliance Management, Retail Banking, Financial Auditing, Financial Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Multiple educators

    Digital Content Pro: Writing, Strategy & AI

    Skills you'll gain: Content Marketing, Content Performance Analysis, Content Scheduling, Content Strategy, Marketing Strategy and Techniques, Content Development and Management, Campaign Planning, Social Media Campaigns, Search Engine Optimization, Social Media Marketing, Large Language Modeling, Content Optimization, Copywriting, Digital Marketing Campaigns, ChatGPT, Marketing Analytics, Competitive Analysis, Generative AI, Relationship Building, Drive Engagement

    4.5
    Rating, 4.5 out of 5 stars
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    6.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Intro to Acoustics (Part 1)

    Skills you'll gain: Vibrations, Mechanics, Systems Of Measurement, Engineering Analysis, Differential Equations, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Trigonometry

    4.5
    Rating, 4.5 out of 5 stars
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    144 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Trades Math: Interplay Learning
  • Building Scalable Enterprise Application with .NET Apps: Packt
  • Vector Calculus for Engineers: The Hong Kong University of Science and Technology
  • Exploratory Data Analysis and Visualization: Coursera
  • Launch Email Campaigns: Coursera
  • Natural Language Processing on Google Cloud: Google Cloud
  • Practical Data Science with MATLAB: MathWorks
  • Human Resources Management and GenAI: Coursera
  • Building Resilient and Secure Microservice Architec: Packt
  • Manage SFMS PKI & Resilience: 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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