STEM-Away®

Accessibility

privacy-by-design

wcag

web-accessibility

inclusive-design

aria

Ai Agents

agent-frameworks

multi-agent-systems

agent-orchestration

react-prompting

memory-management

Ai Technologies

recommender-systems x 2

natural-language-processing

computer-vision

Api

grpc

json

api-documentation

Backend

software-testing

backend-frameworks

backend-languages

api

Backend Frameworks

flask x 1

django x 2

ruby-on-rails x 2

Backend Languages

rust

go

c

javascript x 1

java

python x 1

php

ruby

Bioinformatics Workflow

r

ncbi

string-database x 1

microarray-data

differential-gene-analysis

quality-control x 4

enrichment-analysis

Biomedical

omics-technologies

omics-databases

biomedical-applications

Biomedical Applications

computational-biology

drug-development

cancer-genomics

clinical-informatics

cheminformatics

healthcare-informatics

medical-ontologies

Cloud Providers

gcp x 4

aws x 1

Cloud Services

infrastructure-as-a-service

platform-as-a-service

google-app-engine

aws-api-gateway

amazon-dynamodb

amazon-redshift

serverless-computing

Coding Languages

c

r

bash

python x 1

java

perl

Communication

confidence x 1

visual-communication

effective-communication x 2

technical-presentation

technical-reports

Computer Vision

image-augmentation

object-detection

image-classification

yolo

image-processing

Containerization

docker x 1

container-orchestration

helm

Content Strategy

seo

content-creation

content-mapping

social-media-strategy

Critical Thinking

research x 6

troubleshooting x 1

creative-thinking x 2

pattern-recognition

active-learning x 2

strategic-thinking

problem-solving x 5

critical-thinking

self-assessment x 579

lateral-thinking

logical-thinking

Databases

non-relational-databases

sql

mysql x 1

relational-databases

apache-cassandra

Data Engineering

data-visualization x 4

coding-languages

feature-engineering

data-processing

Data Processing

data-preprocessing

data-collection

data-extraction

data-transformation

data-analysis x 1

data-augmentation

Data Visualization

visualization x 1

network-visualization

correlation-heatmap

volcano-plots x 2

heatmaps x 2

nuse-boxplots x 1

d3js

Deep Learning

deep-neural-networks

sequence-to-sequence-models

activation-functions

attention-mechanisms

inception-network

gated-ecurrent-units

batch-normalization

back-propagation

transfer-learning

convolutional-neural-networks

recurrent-neural-networks

lstm

graph-neural-networks

sequence-modeling

Deployment

chef

configuration-management

Design Leadership

client-management

design-advocacy

stakeholder-management

Design Systems

pattern-libraries

component-libraries

Design Tools

adobe-creative-suite

adobe-creative-cloud

adobe-photoshop

adobe-illustrator

Devops

cloud-providers

containerization

version-control

Drug Discovery Using ML

python x 1

data-preprocessing

data-visualization x 4

cloud-computing

feature-engineering

Feature Engineering

feature-selection

feature-extraction

feature-encoding

feature-scaling

Frontend

frontend-frameworks

frontend-libraries

frontend-languages

Frontend Frameworks

Frontend Languages

scss x 2

javascript x 1

html x 1

css

Frontend Libraries

d3js

Frontend Theme Development

version-control

javascript x 1

ember-js x 1

html x 1

scss x 2

css

user-experience-design

Generative Ai

large-language-models

prompt-engineering

few-shot-learning

chain-of-thought

retrieval-augmented-generation

conversational-ai

generative-adversarial-networks

natural-language-generation

diffusion-models

Hardware Engineering

fpga

hardware-interoperability

interface-protocols

system-architecture

i2c

uart

embedded-peripherals

embedded-systems-programming

instruction-set-architecture

Ideation

empathy-mapping

visual-storytelling

problem-solving x 5

problem-framing

user-centered-design

visual-thinking

Information Architecture

information-visualization

Interaction Design

augmented-reality

human-computer-interaction

virtual-reality

voice-user-interface

Leadership

project-management x 34

constructive-feedback

conflict-resolution

product-management

team-building x 27

Machine Learning Pipeline (NLP)

natural-language-processing

webscraping x 4

recommender-systems x 2

classification x 1

tf-idf x 3

bert x 1

python x 1

Ml Fundamentals

reinforcement-learning

supervised-learning

unsupervised-learning

model-optimization

Ml Toolkits

Ml Tools

pytorch-geometric

Model Analysis

model-evaluation

cross-validation

confusion-matrix

Model Optimization

evolutionary-algorithms

gradient-boosting

gradient-descent

hyperparameter-tuning

adam-optimization

bayesian-optimization

Multimodal Ai

clip

blip

vision-language-models

cross-modal-learning

multimodal-embeddings

multimodal-fusion

Natural Language Processing

part-of-speech-tagging

word-embeddings

stopword-removal

tf-idf x 3

bert x 1

sentiment-analysis

text-classification

named-entity-recognition

text-summarization

Omics Analysis

quality-control x 4

differential-gene-analysis

variant-calling

chip-seq-analysis

variant-annotation

pathway-analysis

sequence-alignment

functional-analysis x 3

enrichment-analysis

network-analysis

sequence-annotation

rna-seq-analysis

transcriptome-analysis

microarray-analysis

Omics Databases

ncbi

kegg

string-database x 1

go

pdb

geo

Omics Domains

protein-structure-prediction

differential-gene-expression

transcriptomics

Omics Technologies

whole-genome-sequencing

mass-spectrometry

spatial-transcriptomics

single-cell-sequencing

short-read-sequencing

next-generation-sequencing

exome-sequencing

Omics Tools

gatk

igv

bwa

star

Open Source Ruby Plugin

version-control

javascript x 1

ember-js x 1

ruby-on-rails x 2

Organizational Skills

time-management x 3

task-management

Pathways

soft-skills x 1

ux-research x 25

ux-design x 21

ml-fundamentals

ai-technologies

data-engineering

Prototyping

animation-prototyping

low-fidelity-wireframes

high-fidelity-wireframes

interactive-prototyping

dashboard-design

Recommender Systems

collaborative-filtering

cold-start-problem

content-based-filtering

matrix-factorization

svd

als

Reinforcement Learning

deep-q-networks

policy-gradient

monte-carlo-methods

multi-armed-bandits

markov-decision-process

R Shiny Transcriptomics App

r

aws x 1

user-experience-design

functional-analysis x 3

transcriptomics

Security

network-security

cors

csrf

xss

Skill

Soft Skills

communication x 71

leadership x 34

teamwork x 84

critical-thinking

organizational-skills

Software Testing

chai

jest

javascript-assertion-library

browser-dev-tools

web-ui-automation-tool

Stacks

Statistics

statistical-modeling

hypothesis-testing

data-normalization

pca

STEM-Away® (1-Click® Resume)

Supervised Learning

support-vector-machines

bayesian-inference

logistic-regression

ensemble-learning

k-nearest-neighbors

linear-regression

lasso-regression

ridge-regression

classification x 1

elastic-net-regressio

Teamwork

cross-functional-teams

interpersonal-skills

adaptability x 1

collaborative-research

Unsupervised Learning

k-means-clustering

dimensionality-reduction

independent-component-analysis

lda

singular-value-decomposition

spectral-clustering

mean-shift-clustering

hierarchical-clustering

principal-component-analysis

variational-autoencoder

Usability Testing

gestalt-principles

google-analytics

heatmap-analysis

nielsens-hieuristics

user-flow-analysis

usability-heuristic

usability-heuristics

quality-assurance

conversion-rate-optimization

User Experience Principles

affinity-mapping

journey-mapping

user-interviews

User Research

journey-mapping

quantitative-research

qualitative-research

heuristic-evaluation

user-needs-pyramid

persona-creation

user-interviews

affinity-mapping

Ux Design

interaction-design

Ux Research

information-architecture

usability-testing x 1

content-strategy

design-leadership

Version Control

git

Visual Design

visualization x 1

user-experience-design

visual-design-principles

Other Tags

advanced-biology x 10

breakthrough-biology x 1

bioinformatics x 42

edustem x 18

data-science x 2

api-scripting x 1

database-schema x 1

server-logic x 1

postgres x 1

technical-leadership x 3

mentoring x 14

bls x 3

diversity x 2

programming x 1

data-studio x 2

iot x 7

ecc x 2

omics x 1

transition-college-career x 3

career-change x 1

hardware-engineering x 2

performance-review x 1

management-consulting x 1

algorithms x 2

interview-tips x 3

r-programming x 3

tco x 1

career-tips x 1

machine-learning x 34

full-stack-design x 12

full-stack x 4

discourse x 1

stemaway-star x 1

learning-resources-ml x 3

ml-teams-july2020 x 1

vaping x 18

vaping-device x 1

beautifulsoup x 1

low-fidelity-prototyping x 1

mentor-chains-lead x 29

dedication x 1

vaping-pathway x 3

dge-analysis x 4

virtual-collaboration x 4

internationally-diverse-teams x 2

high-fi-prototype x 1

public-speaking x 1

tag-recommendation x 1

neural-network x 1

how-to-showcase x 1

career-guidance x 1

discourse-theme-development x 1

discourse-theme-cli x 1

bi-l1 x 18

bi-l2 x 29

fs-l2 x 55

ux-l2 x 22

hw-l1 x 17

ml-l3 x 22

resume_sa x 48

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