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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


  • E

    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidades Anáhuac

    Ciencia de Datos e IA : De los Fundamentos a la Práctica

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Databases, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Convolutional Neural Networks

    3
    Rating, 3 out of 5 stars
    ·
    8 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Voice of the Customer (VoC): Enhancing Experiences

    Skills you'll gain: User Feedback, Customer Service, Customer experience strategy (CX), Customer Engagement, Customer Insights, Customer Analysis, Communication, Continuous Improvement Process, Case Studies, Culture Transformation, Focus Group, Data-Driven Decision-Making, Social Media

    4.8
    Rating, 4.8 out of 5 stars
    ·
    154 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Peking University

    算法设计与分析 Design and Analysis of Algorithms

    Skills you'll gain: Algorithms, Theoretical Computer Science, Pseudocode, Mathematical Modeling, Computational Thinking, Graph Theory, Applied Mathematics, Numerical Analysis, Mathematical Theory & Analysis, Data Structures, Network Routing, Operations Research, Design Strategies, Bioinformatics, Digital Signal Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Introduction to Java Programming: Java Fundamental Concepts

    Skills you'll gain: Java Programming, Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
    ·
    180 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Columbia University

    Features and Boundaries

    Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Algorithms, Linear Algebra, Machine Learning Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Intro to Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Computer Vision, Image Analysis, Microsoft Azure, Data Ethics, Artificial Intelligence, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Azure DevOps, Machine Learning, Information Privacy

    4.4
    Rating, 4.4 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Deep Learning, Social Impact, Ethical Standards And Conduct, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data Preprocessing, Predictive Analytics, Data Integration, Data Collection, Applied Machine Learning, R Programming, Research, Data Validation, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 3 Months

  • L

    Liberty Mutual Insurance

    Liberty Mutual Insurance Sales Agent

    Skills you'll gain: Insurance, Insurance Policies, Closing (Sales), Insurance Sales, Overcoming Objections, Sales Prospecting, Productivity, Prospecting and Qualification, Verbal Communication Skills, Workers Compensation, Storytelling, Risk Management, Customer Relationship Building, Customer Retention, Sales Presentation, Communication, Underwriting, Consultative Selling, Commercial Laws, Product Knowledge

    4.5
    Rating, 4.5 out of 5 stars
    ·
    63 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • U

    University of Washington

    مقدمة عن مخاطبة الجمهور - باللغة العربية

    Skills you'll gain: Public Speaking, Persuasive Communication, Presentations, Verbal Communication Skills, Communication, Drive Engagement, Constructive Feedback, Communication Strategies, Stress Management, Leadership and Management, Human Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    317 reviews

    Beginner · Course · 1 - 3 Months

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

  • Master CNNs with Python: Build, Train & Evaluate Models: EDUCBA
  • Ciencia de Datos e IA : De los Fundamentos a la Práctica: Universidades Anáhuac
  • Voice of the Customer (VoC): Enhancing Experiences : Coursera
  • 算法设计与分析 Design and Analysis of Algorithms: Peking University
  • Introduction to Java Programming: Java Fundamental Concepts: Coursera
  • Features and Boundaries: Columbia University
  • RNN Architecture and Sentiment Classification: Packt
  • Intro to Artificial Intelligence on Microsoft Azure: Microsoft
  • AI Essentials: AI CERTs
  • Data Science at Scale - Capstone Project: University of Washington

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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