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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


  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Managing IT Project Scope, Schedule, and Resources

    Skills you'll gain: Scope Management, Project Schedules, Budget Management, Project Scoping, Project Performance, Scheduling, Stakeholder Engagement, Resource Management, Work Breakdown Structure, Cost Estimation, Requirements Management, Resource Allocation, Stakeholder Communications, Performance Metric, Milestones (Project Management), Project Management, Capacity Management, Quality Assessment, Estimation, Forecasting

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    AI 프라이버시 및 편의성

    Skills you'll gain: Data Ethics, Responsible AI, AI Security, Machine Learning, Information Privacy, Personally Identifiable Information, Ethical Standards And Conduct, Artificial Intelligence, Data Security, Data Governance, Cybersecurity, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Building Linux Servers: Unit 1

    Skills you'll gain: Virtualization, Dynamic Host Configuration Protocol (DHCP), Virtualization and Virtual Machines, Linux Administration, Linux Servers, Network Administration, Virtual Machines, Linux, Network Architecture, Information Technology, Virtual Environment, System Configuration, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Game Development and Unity Basics

    Skills you'll gain: Game Design, Android Development, Unity Engine, Video Game Development, 3D Assets, User Interface (UI), User Interface (UI) Design, C# (Programming Language), Animations, Scripting

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    Sustainability Transition Leadership: Broadening Competences

    Skills you'll gain: Active Listening, Drive Engagement, Community Development, Discussion Facilitation, Environmental Issue, Stakeholder Engagement, Complex Problem Solving, Systems Thinking, Sustainable Development, Social Justice, Leadership, Governance

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), Python Programming, Authentications, Object Oriented Programming (OOP), Data Processing, Simulations, Data Management, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data Manipulation, Anomaly Detection, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia

    Skills you'll gain: Responsible AI, Applied Machine Learning, Data Analysis, Artificial Intelligence, Model Evaluation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Transformer Models and BERT Model - 日本語版

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

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

  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Managing IT Project Scope, Schedule, and Resources: Packt
  • AI 프라이버시 및 편의성: LearnQuest
  • Building Linux Servers: Unit 1: Pearson
  • Advanced Game Development and Unity Basics: Packt
  • Analyze Logs: Fix LLM Hallucinations: Coursera
  • Sustainability Transition Leadership: Broadening Competences: Erasmus University Rotterdam
  • Intermediate Python and Practical Skills: Packt
  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia: 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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