> For the complete documentation index, see [llms.txt](https://stephanosterburg.gitbook.io/scrapbook/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://stephanosterburg.gitbook.io/scrapbook/career.md). # career - [Skills](https://stephanosterburg.gitbook.io/scrapbook/career/skills.md) - [learn.co](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co.md): Data Science Bootcamp - [SQL](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/sql.md) - [Distribution](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/distribution.md) - [Hypothesis Testing Glossary](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/hypothesis-testing-glossary.md) - [Hypothesis Tests](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/hypothesis-tests.md) - [Hypothesis & AB Testing](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/hypothesis-and-ab-testing.md) - [Combinatorics Continued and Maximum Likelihood Estimation](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/combinatorics-continued-and-maximum-likelihood-estimation.md) - [Bayesian Classification](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/bayesian-classification.md) - [Resampling and Monte Carlo Simulation](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/resampling-and-monte-carlo-simulation.md) - [Extensions To Linear Models](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/extensions-to-linear-models.md) - [Time Series](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/time-series.md) - [Distance Metrics](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/distance-metrics.md) - [Graph Theory](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/graph-theory.md) - [Logistic Regression](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/logistic-regression.md) - [MLE (Maximum Likelihood Estimation)](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/mle-maximum-likelihood-estimation.md) - [Gradient Descent](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/gradient-descent.md) - [Decision Trees](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/tree.md) - [Ensemble Methods](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/ensemble-methods.md) - [Spark](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/spark.md) - [Machine Learning](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/machine-learning.md) - [Deep Learning](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/deep-learning.md) - [Backpropagation - math notation](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/deep-learning/backpropagation-math-notation.md) - [PRACTICE DATASETS](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/deep-learning/practice-datasets.md) - [Big Data](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/deep-learning/big-data.md) - [Deep Learning Resources](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/deep-learning-resources.md) - [DL Datasets](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/dl-datasets.md) - [DL Tutorials](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/dl-tutorials.md) - [Keras](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/keras.md) - [Word2Vec](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/word2vec.md) - [Word2Vec Tutorial Part 1 - The Skip-Gram Model](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/word2vec/word2vec-tutorial-part-1-the-skip-gram-model.md) - [Word2Vec Tutorial Part 2 - Negative Sampling](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/word2vec/word2vec-tutorial-part-2-negative-sampling.md) - [An Intuitive Explanation of Convolutional Neural Networks](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/word2vec/an-intuitive-explanation-of-convolutional-neural-networks.md) - [Mod 4 Project](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/mod-4-project.md) - [Presentation](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/mod-4-project/presentation.md) - [Mod 5 Project](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/mod-5-project.md) - [Capstone Project Notes](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/capstone-project-notes.md): Fake News - [Streaming large training and test files into Tensorflow's DNNClassifier](https://stephanosterburg.gitbook.io/scrapbook/career/learn.co/capstone-project-notes/streaming-large-training-and-test-files-into-tensorflows-dnnclassifier.md): https://stackoverflow.com/questions/45828616/streaming-large-training-and-test-files-into-tensorflows-dnnclassifier - [Carrier Prep](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep.md) - [The Job Search](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search.md) - [Building a Strong Job Search Foundation](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/building-a-strong-job-search-foundation.md) - [Key Traits of Successful Job Seekers](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/key-traits-of-successful-job-seekers.md) - [Your Job Search Mindset](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/your-job-search-mindset.md) - [Confidence](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/confidence.md) - [Job Search Action Plan](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/job-search-action-plan.md) - [CSC Weekly Activity](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/csc-weekly-activity.md) - [Managing Your Job Search](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/the-job-search/managing-your-job-search.md) - [Your Online Presence](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/your-online-presence.md) - [GitHub](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/your-online-presence/github.md) - [Building Your Resume](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/building-your-resume.md) - [Writing Your Resume Summary](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/building-your-resume/writing-your-resume-summary.md) - [Technical Experience](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/building-your-resume/technical-experience.md) - [Effective Networking](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking.md) - [30 Second Elevator Pitch](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/30-second-elevator-pitch.md) - [Leveraging Your Network](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/leveraging-your-network.md) - [Building an Online Network](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/building-an-online-network.md) - [Linkedin For Research And Networking](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/linkedin-for-research-and-networking.md) - [Building An In-Person Network](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/building-an-in-person-network.md) - [Opening The Line Of Communication](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/effective-networking/opening-the-line-of-communication.md) - [Applying to Jobs](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/applying-to-jobs.md) - [Applying To Jobs Online](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/applying-to-jobs/applying-to-jobs-online.md) - [Cover Letters](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/applying-to-jobs/cover-letters.md) - [Interviewing](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing.md) - [Networking Coffees vs Formal Interviews](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/networking-coffees-vs-formal-interviews.md) - [The Coffee Meeting/ Informational Interview](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/the-coffee-meeting-informational-interview.md) - [Communicating With Recruiters And HR Professional](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/communicating-with-recruiters-and-hr-professional.md) - [Research Before an Interview](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/research-before-an-interview.md) - [Preparing Questions for Interviews](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/preparing-questions-for-interviews.md) - [Phone And Video/Virtual Interviews](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/phone-and-video-virtual-interviews.md) - [Cultural/HR Interview Questions](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/cultural-hr-interview-questions.md) - [The Salary Question](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/the-salary-question.md) - [Talking About Apps/Projects You Built](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/talking-about-apps-projects-you-built.md) - [Sending Thank You's After an Interview](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interviewing/sending-thank-yous-after-an-interview.md) - [Technical Interviewing](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/technical-interviewing.md) - [Technical Interviewing Formats](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/technical-interviewing/technical-interviewing-formats.md) - [Code Challenge Best Practices](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/technical-interviewing/code-challenge-best-practices.md) - [Technical Interviewing Resources](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/technical-interviewing/technical-interviewing-resources.md) - [Communication](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/communication.md) - [Following Up](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/communication/following-up.md) - [When You Haven't Heard From an Employer](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/communication/when-you-havent-heard-from-an-employer.md) - [Job Offers](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/job-offers.md) - [Approaching Salary Negotiations](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/job-offers/approaching-salary-negotiations.md) - [Staying Current in the Tech Industry](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/staying-current-in-the-tech-industry.md) - [Module 6 Post Work](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/module-6-post-work.md) - [Interview Prep](https://stephanosterburg.gitbook.io/scrapbook/career/carrer-prep/interview-prep.md)