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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

    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing

    Intermediate · Specialization · 1 - 4 Weeks

  • D

    Duke University

    Python Scripting

    Skills you'll gain: Command-Line Interface, Scripting, Unix Commands, Scripting Languages, Python Programming

    ★ 4.7 (12) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Grit and Growth Mindset

    Skills you'll gain: Tenacity, Growth Mindedness, Smart Goals, Resilience, Goal Setting, Overcoming Obstacles, Personal Development, Persistence, Empowerment, Adaptability, Lifelong Learning, Mindfulness, Professional Development, Planning

    ★ 4.7 (31) · Mixed · Course · 1 - 3 Months

  • K

    KodeKloud

    Linux for beginners with Hands-on Labs

    Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Ubuntu, Linux Administration, File Systems, Linux Servers, Data Storage, Network Troubleshooting, Operating Systems, Red Hat Enterprise Linux, Data Storage Technologies, Remote Access Systems, Operating System Administration, System Support, Software Installation, File Management, Service Management, General Networking

    ★ 4.5 (20) · Beginner · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Programación en Python II: aprendiendo a estructurar datos

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Data Structures, Programming Principles, Computer Programming, Algorithms, Program Development, Python Programming, Data Manipulation, Analysis

    ★ 4.7 (106) · Intermediate · Course · 1 - 3 Months

  • N

    Nanjing University

    网络课程与学习评价

    Skills you'll gain: Higher Education, Curriculum Development, Digital pedagogy, Course Development, Education Software and Technology, Learning Theory, Innovation, Human Learning, Creativity, Digital Transformation, Culture, Information Technology

    ★ 5 (11) · Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Infrastructure Automation with Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, IT Automation, Cloud Deployment, Cloud Management, Amazon Web Services, Cloud Platforms, Microsoft Azure, Dependency Analysis

    ★ 4.2 (12) · Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Agile & Scrum Mastery for CSM and PSM Certification

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Agile Product Development, Continuous Improvement Process, Meeting Facilitation, Project Estimation, Sprint Planning, Team Building, Collaborative Software, Team Leadership, Lean Methodologies, Case Studies, Initiative and Leadership, Leadership, Administration, Business

    Beginner · Specialization · 1 - 3 Months

  • S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Python Programming, Data Presentation, Pandas (Python Package), Analytical Skills, Plot (Graphics), Data Analysis, Data Visualization Software, Analysis, Data-Driven Decision-Making, Scripting, Analytics, Numerical Analysis, Data Manipulation, Graphing, Product Automation, Data Processing, Programming Principles, Data Validation

    ★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Constructivism and Mathematics, Science, and Technology Education

    Skills you'll gain: Mathematics Education, Education Software and Technology, Research, Qualitative Research, Physical Science

    ★ 4.7 (47) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Interactive Data Visualization, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    ★ 4.6 (88) · Beginner · Guided Project · Less Than 2 Hours

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

  • Introduction to Transformer Models for NLP: Pearson
  • Python Scripting: Duke University
  • Grit and Growth Mindset: Arizona State University
  • Linux for beginners with Hands-on Labs: KodeKloud
  • Programación en Python II: aprendiendo a estructurar datos: Pontificia Universidad Católica de Chile
  • 网络课程与学习评价: Nanjing University
  • Infrastructure Automation with Terraform: Whizlabs
  • Agile & Scrum Mastery for CSM and PSM Certification: EDUCBA
  • Data Analytics with Python: Simplilearn
  • Constructivism and Mathematics, Science, and Technology Education: University of Illinois Urbana-Champaign

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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