Tag Suggestions - Technical Skills - Machine Learning Pathway

STEM-Away® is a skill-centric platform with tags representing technical skills and soft skills. Tags are the fundamental building blocks of the STEM-Away® Platform, all tools are connected via tags.

To get optimal showcasing on STEM-Away® and benefit from upcoming job search tools, career pathway recommendation tools, start adding tags to your posts!

Need help with tag suggestions. Here is an excellent collection from ML Leads.

Effort initiated by ML Pathway Lead: @Sara_EL-ATEIF

Contributions by other ML Leads: @ernclb @st3939 @saiparsa @Sai_Likhith_K

Please add further suggestions as replies.

  • NLP or natural-language-processing

    • BERT
    • DistilBERT
    • Word Embedding (e.g. TF-IDF)
    • Text classification
    • Text processing
    • Data augmentation
    • Collaborative filtering
    • Bag of words

  • Machine Learning Classification Models
    • Feedforward Neural Network
    • Decision Trees
    • Random Forest Classifier
    • Support Vector Machine (SVM)
    • Logistic Regression
    • XGBoost

  • Machine Learning library
    • Pytorch
    • scikit-learn

  • Additional Tags:
    • Hyperparameter Optimization
    • k-fold Cross-Validation

  • Web Scraping
    • BeautifulSoup
    • Selenium
    • Scrapy

  • Python
    • Sklearn
    • Pandas
    • numpy

  • Collaboration Tools
    • git
    • github
    • asana

  • Product Deployment
    • Flask
    • AWS

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