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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


  • P

    Pontificia Universidad Católica de Chile

    Fundamentos de sistemas recomendadores

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Software, Machine Learning, Classification Algorithms, Information Architecture, Dimensionality Reduction, Analysis, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    A Practical Approach to Timeseries Forecasting Using Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Cloud Architecture Design Patterns

    Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Scalability, Cloud Computing, Software Architecture, Cloud Applications, Cloud Solutions, Infrastructure As A Service (IaaS), Load Balancing, Serverless Computing, Software Design Patterns, Microservices, Event-Driven Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Productivity in Remote Work

    Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Productivity, Team Performance Management, Leadership, Meeting Facilitation, Employee Engagement, Collaboration, Leadership Development, Business Correspondence, People Management, Time Management, Communication, Business Writing, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Zabbix: Configure, Monitor & Secure IT Systems

    Skills you'll gain: System Monitoring, Event Monitoring, System Configuration, Linux Servers, Virtual Machines, TCP/IP, Security Controls, Apache, Windows Servers, Software Installation, MySQL

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Basic Programming in Python I

    Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Computer Programming, Development Environment, Software Installation, Scripting, Scripting Languages, Debugging, Program Development, Integrated Development Environments, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Building Trust: Ethics for AI-powered Chatbots

    Skills you'll gain: Data Ethics, Business Ethics, Ethical Standards And Conduct, Responsible AI, Artificial Intelligence, Information Privacy, Informed Consent, Personally Identifiable Information, Accountability, Generative AI Agents, Data Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Fundamentals of Big Data with Microsoft Azure

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Databricks, Big Data, Distributed Computing, Cloud Computing, Data Lakes, Cloud Platforms, Data Processing, Scalability, Analytics

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Deployment, Data Transformation, Deep Learning, Artificial Neural Networks, Application Programming Interface (API)

    3.4
    Rating, 3.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: PyTorch (Machine Learning Library), Distributed Computing, Data Pipelines, Performance Tuning, MLOps (Machine Learning Operations), Deep Learning, AI Workflows, Model Deployment, Scalability, LLM Application, Hardware Architecture, Machine Learning, Computer Architecture

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Apple Certified Support Professional 10.14

    Skills you'll gain: Peripheral Devices, File Systems, Mac OS, User Accounts, Virtual Private Networks (VPN), File Management, TCP/IP, User Provisioning, Data Security, System Configuration, Apple software proficiency, Network Protocols, Operating System Administration, Network Administration, Network Support, Software Installation, Data Management, Unix Commands, Unix, Application Performance Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Fundamentos de sistemas recomendadores: Pontificia Universidad Católica de Chile
  • A Practical Approach to Timeseries Forecasting Using Python: Packt
  • Cloud Architecture Design Patterns: Coursera
  • Productivity in Remote Work: University of California, Irvine
  • Zabbix: Configure, Monitor & Secure IT Systems: EDUCBA
  • Basic Programming in Python I: Northeastern University
  • Building Trust: Ethics for AI-powered Chatbots: Coursera
  • Fundamentals of Big Data with Microsoft Azure: Microsoft
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud

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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