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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: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to Concurrent Programming with GPUs

    Skills you'll gain: C and C++, C++ (Programming Language), Hardware Architecture, Programming Principles, Computer Architecture, OS Process Management, Data Access, Program Development, Algorithms, Python Programming, Data Sharing, Development Environment

    2.7
    Rating, 2.7 out of 5 stars
    ·
    150 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    An Introduction to Accessibility and Inclusive Design

    Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office

    4.6
    Rating, 4.6 out of 5 stars
    ·
    252 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Toronto

    Learn Interpersonal Psychotherapy

    Skills you'll gain: Patient Communication, Patient Education And Counseling, Psychosocial Assessments, Patient Evaluation, Interpersonal Communications, Psychotherapy, Clinical Psychology, Mental Health Therapies, Patient Treatment, Treatment Planning, Rapport Building, Mental Health Counseling, Conflict Management, Interactive Learning, Mental Health Diseases and Disorders, Case Studies, Stress Management, Mental Health, Clinical Practices

    4.8
    Rating, 4.8 out of 5 stars
    ·
    114 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Self Awareness and the Effective Leader

    Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Creative Thinking, Creativity, Engineering Management, Self-Awareness, Professional Development, Leadership Development, Personal Attributes, Leadership, Problem Solving, Personal Development, Initiative and Leadership, Goal Setting, Relationship Building, Resilience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    690 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Letters of Credit & Trade Finance Essentials

    Skills you'll gain: Derivatives, Financial Trading, International Finance, Export Control, Bank Regulations, Commercial Banking, Banking, Banking Services, Credit Risk, Financial Market, Payment Systems, Financial Systems, Securities (Finance), Shipping and Receiving, Payment Processing and Collection, Billing & Invoicing, Finance, Risk Management, Contract Compliance, Risk Mitigation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Manipulation and Transactions in SQL Server

    Skills you'll gain: Transact-SQL, Microsoft SQL Servers, Transaction Processing, Database Management, Relational Databases, SQL, Databases, Database Architecture and Administration, Database Theory, Operational Databases, Database Development, Data Integrity, Data Access, Generative AI, Performance Tuning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    머신 러닝 프로젝트 구조화

    Skills you'll gain: Transfer Learning, Decision Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Model Training, Technical Management, Machine Learning, Applied Machine Learning, Machine Learning Methods, Model Evaluation, Deep Learning, Model Optimization, Debugging, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Deployment, Amazon Web Services, Model Deployment, Application Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Token Optimization, Feature Engineering, Data Preprocessing, Deep Learning, Model Training, Data Processing, Recurrent Neural Networks (RNNs), Data Cleansing, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Empowering with web3.js: Web3 Applications

    Skills you'll gain: Blockchain, Frontend Integration, Transaction Processing, Event-Driven Programming, Front-End Web Development, JavaScript Frameworks, Event Monitoring, Development Environment, Web Development, Web Applications, Program Development, Secure Coding, Web Development Tools, React.js, Emerging Technologies, Application Development, Javascript

    4.8
    Rating, 4.8 out of 5 stars
    ·
    78 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    E

    EDUCBA

    Apply Data Analytics Using Python and Pandas

    Skills you'll gain: NumPy, Pandas (Python Package), Analytics, Plot (Graphics), Model Evaluation, Statistical Visualization, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Numerical Analysis, Model Training, Data Manipulation, Exploratory Data Analysis, Advanced Analytics, Data Wrangling, Python Programming, Descriptive Statistics, Linear Algebra, Data Import/Export

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    Master Decision Trees in R: Build, Predict & Evaluate

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Predictive Modeling, Data Preprocessing, Statistical Machine Learning, Data-Driven Decision-Making, Machine Learning, Regression Analysis, Classification Algorithms, Data Analysis, Analysis, Data Modeling, Data Visualization Software, Data Visualization, Plot (Graphics)

    Mixed · Course · 1 - 4 Weeks

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

  • Introduction to Concurrent Programming with GPUs: Johns Hopkins University
  • An Introduction to Accessibility and Inclusive Design: University of Illinois Urbana-Champaign
  • Learn Interpersonal Psychotherapy: University of Toronto
  • Self Awareness and the Effective Leader: Rice University
  • Letters of Credit & Trade Finance Essentials: EDUCBA
  • Data Science for Marketing: University of Colorado System
  • Data Manipulation and Transactions in SQL Server: Microsoft
  • 머신 러닝 프로젝트 구조화: DeepLearning.AI
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • Empowering with web3.js: Web3 Applications: 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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