Django for Data Scientists Part 2: Deploy A Machine Learning Model RESTFul API to the Cloud (Heroku)
Step by step tutorial to create a RESTful API to serve a machine learning model with Python/Django, Scikit-Learn and Heroku
Tips and techniques for your data job search and career.
Step by step tutorial to create a RESTful API to serve a machine learning model with Python/Django, Scikit-Learn and Heroku
Tutorial on productionize a machine learning model by serving it through a RESTFul web API server with Django and Django cookie-cutter.
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Spotify Data Scientist interview case study with an instamentor mentee: SQL, Python, Statistics, Product Case Study, take-home challenge.
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Benefits of working as a FAANG data scientist: opportunities, network, data, income, business problems, visa, job security, matured process
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Amazon data engineer job interview case study from an instamentor mentee: sample ETL, data modeling, SQL, data warehouse design questions.
Google Cloud Data Scientist job interview case study, statistics, AB testing, coding, Googliness, behavioral questions/leadership question.
Amazon Economist job interview case study, SQL coding, Time Series Analysis, Forecasting system design, leadership and behavioral questions
Yelp product data scientist job interview case study, sample questions, SQL, Python, product sense, statistics, and machine learning
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Amazon Web Service: AWS Data Scientist L5 case study with instamentor customer. SQL, Machine Learning, leadership, behavioral questions.
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Lyft senior data scientist job interview case study including sample questions in SQL, Product Sense, leadership, statistics.
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SQL is crucial for data scientists since 90% of the time is spent on data processing/munging.
Amazon Business intelligence engineer (BIE) interview case study. How Lisa (one of our instamentor's users) prepared for a BIE role at Amazon
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A step-by-step guide to install the latest Postgres 14 on an M1 Mac with homebrew, and how to fine tune its configuration to improve the performance
A walkthrough of a typical SQL interview process in Silicon Valley tech companies. Tips and techniques to improve your odds of your dream jobs.
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5 actionable quick tips and techniques to improve your data scientist resume and make it stand out in the 2021's job market.
Prepare analytics track data scientist interview in 7 steps: SQL, Product Sense, Data Processing, A/B testing, Statistics, Probability, Behavioral
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