Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

hashtag-science

챗봇 시스템을 에이전트 팀이 협업하여 구축하는 풀 파이프라인. '챗봇 만들어줘', '대화형 봇 개발', '고객 응대 봇', 'FAQ 챗봇', '카카오톡 챗봇', 'Slack 봇', '자동 응답 시스템', '대화 AI', '챗봇 설계' 등 챗봇 구축 전반에 이 스킬을 사용한다. 대화 설계만 필요한 경우에도 설계 모드로 지원한다. 단, 음성 비서(Alexa/Google Home), 실시간 음성 통화 봇, 영상 챗봇은 이 스킬의 범위가 아니다.

Ml Roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and machine learning roadmap, python, data, data-science.

hashtag-science

챗봇 시스템을 에이전트 팀이 협업하여 구축하는 풀 파이프라인. '챗봇 만들어줘', '대화형 봇 개발', '고객 응대 봇', 'FAQ 챗봇', '카카오톡 챗봇', 'Slack 봇', '자동 응답 시스템', '대화 AI', '챗봇 설계' 등 챗봇 구축 전반에 이 스킬을 사용한다. 대화 설계만 필요한 경우에도 설계 모드로 지원한다. 단, 음성 비서(Alexa/Google Home), 실시간 음성 통화 봇, 영상 챗봇은 이 스킬의 범위가 아니다.

Self-Improving Science

Captures learnings, experiment issues, and methodology corrections for continuous improvement in scientific research and ML workflows. Use when: (1) Data lea...

generate-4th-grade-science-quiz-in-json

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Gravitational Wave Event Analyzer

Fetch real LIGO/Virgo/KAGRA gravitational wave events from the GWOSC (Gravitational Wave Open Science Center) catalog, download detector strain data, run sig...

data-science-methodology-stage-explanation

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

random-fact

Provides a random interesting fact about science, history, or everyday life from a set of preloaded trivia without external data sources.

concise_political_science_blurb_formatter

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Quora Data Science

Data Science Questions and Answers from experts

science-fact-research-and-ranking

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Medium Data Science Topic

Data Science related publications on medium

socratic_dialogue_learning_science_ai

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Allen Downey’s Data Science Course

Code for Data Science at Olin College, Spring 2014.

concise-materials-science-q-a

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Understand Data Science Course in Java

Understand Data Science Course in Java - Tutorials

socratic_dialogue_learning_science_ai

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Python for Data Science: A Beginner’s Guide

Python for Data Science: A Beginner’s Guide - Tutorials

short-video-script-generator

Generate popular science short video scripts based on topic, duration, and style. Invoke when the user needs to create scripts for short science videos.

a very short history of #datascience

_The story of how data scientists became sexy is mostly the story of the coupling of the mature discipline of statistics with a very young one--computer science. The term “Data Science” has emerged only recently to specifically designate a new profession that is expected to make sense of the vast stores of big data. But making sense of data has a long history and has been discussed by scientists, statisticians, librarians, computer scientists and others for years. The following timeline traces the evolution of the term “Data Science” and its use, attempts to define it, and related terms._

Data Science Course By IBM

Free resources and learn what data science is and how it’s used in different industries.

What is Data Science @ O'reilly

_Data scientists combine entrepreneurship with patience, the willingness to build data products incrementally, the ability to explore, and the ability to iterate over a solution. They are inherently interdisciplinary. They can tackle all aspects of a problem, from initial data collection and data conditioning to drawing conclusions. They can think outside the box to come up with new ways to view the problem, or to work with very broadly defined problems: “here’s a lot of data, what can you make from it?”_

How to Become a Data Scientist

_Data scientists are big data wranglers, gathering and analyzing large sets of structured and unstructured data. A data scientist’s role combines computer science, statistics, and mathematics. They analyze, process, and model data then interpret the results to create actionable plans for companies and other organizations._

Software Development Resources for Data Scientists

_Data scientists concentrate on making sense of data through exploratory analysis, statistics, and models. Software developers apply a separate set of knowledge with different tools. Although their focus may seem unrelated, data science teams can benefit from adopting software development best practices. Version control, automated testing, and other dev skills help create reproducible, production-ready code and tools._

TPOT

Tool that automatically creates and optimizes machine learning pipelines using genetic programming. Consider it your personal data science assistant, automating a tedious part of machine learning.

Revolution Analytics

Data Science Blog

1000 Data Science Projects

you can run on the browser with IPython.

Kaggle

Learn about Data Science, Machine Learning, Python etc

Clare Corthell

The Open Source Data Science Masters

time-sereis-analysis

Comprehensive time series data science skill covering feature engineering, model training, and competition-winning strategies for forecasting and prediction problems.

Data Science CV Repro Reviewer

Review computer-vision experiment reproducibility evidence, dataset readiness, metric gates, and launch risk. Use when a user asks for a cautious CV experime...

Signal Sciences

Signal Sciences integration. Manage data, records, and automate workflows. Use when the user wants to interact with Signal Sciences data.

Alibabacloud Pai Dsw Manage

Manage the full lifecycle of Alibaba Cloud PAI DSW (Data Science Workshop) instances — create, update, query, list, start, stop, and look up ECS specs. Trigg...

Resci Retention Science

Retention Science integration. Manage data, records, and automate workflows. Use when the user wants to interact with Retention Science data.

Geox Ground

Provides physics-based, data-grounded Earth science reasoning with explicit uncertainty for geology, wells, seismic, petrophysics, and subsurface analyses.

Pipeworx science

Provides real-time data on ISS location, recent earthquakes, local air quality, and NASA's Astronomy Picture of the Day with images and explanations.

Bazi Qimen

Bazi (Four Pillars Astrology) and Qi Men Dun Jia chart calculation and interpretation skills. Provides data analysis and cognitive science based calculations...

Agentsop Bio Fraud Forensics

Screens biomedical / life-science papers for signs of data fabrication, image manipulation, and statistical anomalies, using the detection techniques distill...

What is Data Science @ Quora

Data Science is a combination of a number of aspects of Data such as Technology, Algorithm development, and data interference to study the data, analyse it, and find innovative solutions to difficult problems. Basically Data Science is all about Analysing data and driving for business growth by finding creative ways.

Wikipedia

_Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, machine learning and big data._

Data Science Journal

Data Science Journal - Journals, Publications and Magazines

Data science your way

Data science your way - Tutorials

Data Science Trello Board

Data Science Trello Board - Journals, Publications and Magazines

Causal Inference for Data Science

Causal Inference for Data Science - Books

Best CV/Resume for Data Science Freshers

Best CV/Resume for Data Science Freshers - Tutorials

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

Data Science Project Generator: Project Suggestions

Offers data science project ideas and tips by [@vasarmilan](https://github.com/vasarmilan)