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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


  • Status: New
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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: 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, Application Deployment, Generative Model Architectures, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Advanced Models for Decision Making

    Skills you'll gain: Operations Research, Supply Chain, Workforce Management, Business Analytics, Applied Mathematics, Mathematical Modeling, Process Optimization, Manufacturing Operations, Operations Management, Workforce Planning, Financial Modeling, Business Analysis, Microsoft Excel, Resource Allocation, Finance, Analytics, Production Planning, Portfolio Management, Investment Management, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Probability

    4.8
    Rating, 4.8 out of 5 stars
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    46 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Introducción a las Simulaciones PhET para la Educación STEM

    Skills you'll gain: Pedagogy, Interactive Learning, Education Software and Technology, Mathematics Education, Digital pedagogy, Growth Mindedness, Simulations

    4.9
    Rating, 4.9 out of 5 stars
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    624 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Glasgow

    Capstone Assignment - CDSS 5

    Skills you'll gain: Data Mining, Deep Learning, Health Informatics, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence, Recurrent Neural Networks (RNNs), Data Preprocessing, Logistic Regression

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Sapienza University of Rome

    Paesaggi di Roma Antica. Archeologia e storia del Palatino.

    Skills you'll gain: Ancient History, World History, Research, Investigation, Cultural Responsiveness, Spatial Analysis, Geographic Information Systems, Information Systems

    4.8
    Rating, 4.8 out of 5 stars
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    146 reviews

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
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    National Academy of Sports Medicine

    Science of Fat Metabolism

    Skills you'll gain: Nutrition and Diet, Exercise Science, Sports Medicine, Nutrition Education, Physiology, Endocrinology, Stress Management, Biochemistry, Biology

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    University of Pennsylvania

    Exploring Renewable Energy Schemes

    Skills you'll gain: Electric Power Systems, Electrical Systems, Safety Standards, Energy and Utilities, Electrical Safety, Environmental Regulations, Power Electronics, Sustainable Technologies, Hydraulics, Basic Electrical Systems, Thermal Management, Equipment Design, Semiconductors, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    660 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    ChatGPT for Beginners: Using AI for Market Research

    Skills you'll gain: ChatGPT, Market Research, Marketing, Prompt Engineering, Language Interpretation, Translation, and Studies, Generative AI, Content Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    93 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    Data Visualization in R with ggplot2

    Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Heat Maps, R Programming, Graphical Tools, Data Wrangling, Tidyverse (R Package), Graphics Software

    4.9
    Rating, 4.9 out of 5 stars
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    131 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Transformer Models for NLP: Pearson
  • Advanced Models for Decision Making: University of Minnesota
  • Approximation Algorithms Part II: École normale supérieure
  • Introducción a las Simulaciones PhET para la Educación STEM: University of Colorado Boulder
  • Capstone Assignment - CDSS 5: University of Glasgow
  • Paesaggi di Roma Antica. Archeologia e storia del Palatino.: Sapienza University of Rome
  • Introduction to Linear Regression Training : Simplilearn
  • Quick Start Guide to Large Language Models (LLMs): Pearson
  • Science of Fat Metabolism: National Academy of Sports Medicine
  • Exploring Renewable Energy Schemes: University of Pennsylvania

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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