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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


  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • P

    Packt

    IT Service Management: Career Guide

    Skills you'll gain: IT Service Management, Service Management, Digital Transformation, Information Technology Infrastructure Library, IT Management, Communication Strategies, Stakeholder Communications, Management Training And Development, Enterprise Application Management, Organizational Strategy, Professional Networking, Value Propositions, Business Operations, Continuous Improvement Process

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Essential Leadership Skills for Career Growth

    Skills you'll gain: Adaptability, Communication, Leadership Development, Performance Measurement, Leadership, Organizational Leadership, Team Leadership, Strategic Leadership, Business Leadership, Strategic Communication, Team Motivation, Business Metrics, Leadership and Management, Organizational Effectiveness, Professional Development, People Management, Human Resource Strategy, Culture Transformation, Business, Decision Making

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, AI Product Strategy, Artificial Intelligence, Business Ethics, Governance, Ethical Standards And Conduct, Accountability, Safety Assurance

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Java for Beginners: Hands-On Course with Capstone Project

    Skills you'll gain: Object Oriented Programming (OOP), Java, Development Environment, Computer Programming, Software Design, Integrated Development Environments, Debugging, File Management, Data Structures

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Explore and Visualize Data the Python Way

    Skills you'll gain: Data Storytelling, Plotly, Matplotlib, Exploratory Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Blender for 3D Environment Creation

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Virtual Environment, Computer Graphics, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Task Fields: Recall Project Essentials

    Skills you'll gain: Project Management Software, Project Management, Developing Training Materials, Project Documentation, Issue Tracking, Productivity, Collaboration, Teamwork, Knowledge Transfer, Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Oracle RAC Advanced Operations and Deployment Scenarios

    Skills you'll gain: Oracle Databases, Operational Databases, Scalability, Database Management, Database Architecture and Administration, Software Installation, Virtual Machines, Disaster Recovery, Performance Tuning, Linux

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze, Create, and Secure Data with Zero Trust

    Skills you'll gain: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Model Evaluation, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Root Cause Analysis, Performance Metric, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Monitor an Apache Web Server using Ops Agent

    Skills you'll gain: Google Cloud Platform, Apache, Cloud Management, System Monitoring, Virtual Machines, Event Monitoring, Web Servers, Cloud Infrastructure

    Beginner · Project · Less Than 2 Hours

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

  • Data Science Graduate Certificate: University of Colorado Boulder
  • IT Service Management: Career Guide: Packt
  • Essential Leadership Skills for Career Growth: Packt
  • Responsible AI: Applying AI Principles with GC - Italiano: Google Cloud
  • Java for Beginners: Hands-On Course with Capstone Project: Packt
  • Explore and Visualize Data the Python Way: Coursera
  • Mastering Blender for 3D Environment Creation: Packt
  • Task Fields: Recall Project Essentials: Coursera
  • Oracle RAC Advanced Operations and Deployment Scenarios: Packt
  • Analyze, Create, and Secure Data with Zero Trust: 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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