Data Science Interview All In One - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials) +--- Thread: Data Science Interview All In One (/Thread-Data-Science-Interview-All-In-One) |
Data Science Interview All In One - OneDDL - 01-10-2024 Free Download Data Science Interview All In One Published 1/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 362.11 MB | Duration: 1h 51m The most comprehensive course to help you land in your data science interview What you'll learn How to effectively prepare for different types of data scientist questions Get familiar with roles related to data scientist and data analyst Examples of data manipulation questions (e.g, SQL, python) and answers Examples of coding questions and answers Examples of statistics/probability questions and answers Examples of experimental design questions and answers Examples of machine learning questions and answers Examples of product sense questions and answers General framework of case questions and answers General framework of behaviour questions and answers Requirements High school level math skills Basic coding skills Description 21st century is the century of technology, data plays a very important role in companies from different industries, more and more positions related to data science are available in the market. Data scientist is a very popular career because it is well-paid and its responsibility includes solving many interesting problems.As a data scientist with over 10 years of experience. My job is to help you prepare for your data scientist or data analyst interview so you are able to know what is the right position for you, what will most likely to be tested and how to be successful in a standard interview process.During this course, I will get into the details of various interview portions such as data manipulation, coding (algorithm), stats & probability, experimental design, machine learning & modeling, product sense, behavior questions as well as the high level information for case study. The above portions should be able to cover almost all types of questions being asked in data science interviews and I will teach you how to prepare for each part as well as showing you some sample questions being asked in real interviews from top tech companies such as Amazon, Meta, Google, etc... This course also comes with presentation slides that you can leverage it to prepare for your interviews. Overview Section 1: Course Introduction Lecture 1 Data Science Interview all in One Section 2: Different Job Titles in Data Lecture 2 Different Job Titles in Data Science Section 3: Data Manipulation Lecture 3 How to Prepare for Data Manipulation Questions Lecture 4 Data Manipulation Example Questions and Answers - 1 Lecture 5 Data Manipulation Example Questions and Answers - 2 Lecture 6 Data Manipulation Example Questions and Answers - 3 Section 4: Coding Lecture 7 How to Prepare for Coding Questions Lecture 8 Coding Example Questions and Answers - 1 Lecture 9 Coding Example Questions and Answers - 2 Lecture 10 Coding Example Questions and Answers - 3 Section 5: Probability & Statistics Lecture 11 How to Prepare for Probability & Statistics Questions Lecture 12 Probability & Statistics Example Questions and Answers - 1 Lecture 13 Probability & Statistics Example Questions and Answers - 2 Lecture 14 Probability & Statistics Example Questions and Answers - 3 Section 6: Machine Learning & Modelling Lecture 15 How to Prepare for Machine Learning & Modelling Questions Lecture 16 Machine Learning & Modelling Example Questions and Answers - 1 Lecture 17 Machine Learning & Modelling Example Questions and Answers - 2 Section 7: Experimental Design Lecture 18 How to Prepare for Experimental Design Questions Lecture 19 Experimental Design Example Questions and Answers - 1 Lecture 20 Experimental Design Example Questions and Answers - 2 Section 8: Product Sense Lecture 21 How to Prepare for Product Sense Questions Lecture 22 Product Sense Example Questions and Answers - 1 Lecture 23 Product Sense Example Questions and Answers - 2 Lecture 24 Product Sense Example Questions and Answers - 3 Lecture 25 Product Sense Example Questions and Answers - 4 Section 9: Behaviour Lecture 26 How to Prepare for Behaviour Questions Lecture 27 Behaviour Example Questions and Answers - 1 Lecture 28 Behaviour Example Questions and Answers - 2 Lecture 29 Behaviour Example Questions and Answers - 3 Section 10: Case Study Lecture 30 How to Prepare for Case Study Someone who is interested in working as a data scientist or a data analyst,Someone who is preparing for a data scientist interview or data analyst interview Homepage Recommend Download Link Hight Speed | Please Say Thanks Keep Topic Live No Password - Links are Interchangeable |