Ace the Data Science Interview
Unveil the Secret of 100 Questions from the World's leading Tech Giants (Unveiling the Tech Titans: The Insider's Guide to Acing Tech Interviews)
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Ace the Data Science Interview
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Narrated by:
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Jeremy Ashford
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By:
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AI Publishing
About this listen
Ace the Data Science Interview: Unveil The Secrets of 100 Questions from the World's Leading Tech Giants
Data Science stands at the forefront of innovation in the tech industry, driving profound decisions and revolutionizing the way companies operate. "Ace the Data Science Interview" is your definitive guide to mastering the interview process at the most prestigious tech firms around the globe.
This comprehensive manual demystifies the daunting interview experience, presenting you with a curated collection of 100 real questions sourced from interviews at FAANG companies and other tech leaders. Each question is accompanied by in-depth explanations, strategic approaches, and clear, executable Python code examples, ensuring you have the tools to tackle any challenge with confidence.
Structured to mirror the intensity and depth of actual interviews, this book covers key topics such as:
- Statistics and Probability: Solidify your understanding of foundational concepts and learn to articulate the statistical reasoning behind real-world data phenomena.
- Machine Learning: From the nuances of algorithm selection to the complexities of model tuning, you'll gain insights into constructing and dissecting robust machine learning systems.
- Programming and Data Manipulation: Hone your Python skills through coding challenges that range from data wrangling with Pandas to algorithmic problems that test your logical prowess.
- Behavioral Questions: Go beyond technical knowledge with advice on conveying soft skills, problem-solving methodologies, and collaboration techniques that are crucial for team integration.
- Case Studies and Problem Solving: Apply your analytical skills to business-centric case studies and learn to leverage data in crafting strategic solutions to hypothetical business scenarios.
- Advanced Technical Topics: Dive deep into discussions on big data, neural networks, and cutting-edge advancements that are shaping the future of data science.
Prepare to embark on a journey of learning, self-discovery, and triumph. With this audiobook in hand, you're not just ready for your next interview; you're equipped to ace it.
©2024 AI Publishing LLC (P)2024 AI Publishing LLCListeners also enjoyed...
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In May 2013, Glenn Greenwald set out for Hong Kong to meet an anonymous source who claimed to have astonishing evidence of pervasive government spying and insisted on communicating only through heavily encrypted channels. That source turned out to be the 29-year-old NSA contractor Edward Snowden, and his revelations about the agency’s widespread, systemic overreach proved to be some of the most explosive and consequential news in recent history, triggering a fierce debate over national security....
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3 out of 5 stars
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Best Read in Print Format
- By Alfredo Ramirez on 11-22-14
By: Glenn Greenwald
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Cybersecurity for Beginners
- By: Raef Meeuwisse
- Narrated by: Danny Eastman
- Length: 7 hrs and 8 mins
- Unabridged
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Overall4.5 out of 5 stars 60
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Performance4.5 out of 5 stars 51
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Story4.5 out of 5 stars 51
Companies that can use technology wisely and well are booming, companies that make bad or no technology choices collapse and disappear. The cloud, smart devices and the ability to connect almost any object to the internet are an essential landscape to use but are also fraught with new risks and dangers of a magnitude never seen before. Also featuring an alphabetical section at the back of the book to help you translate many of the main cybersecurity technical terms into plain, non-technical English.
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2 out of 5 stars
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Not for IT ppl moving into security
- By keith on 03-25-18
By: Raef Meeuwisse
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Social Media Marketing Workbook: 2024 Edition - How to Use Social Media for Business
- By: Jason McDonald PhD
- Narrated by: Michael Goodrick
- Length: 14 hrs and 37 mins
- Unabridged
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Overall4 out of 5 stars 103
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Performance4 out of 5 stars 86
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Story4 out of 5 stars 85
Learn social media marketing in plain English—step by step! Buy the workbook used at Stanford Continuing Studies to teach social media marketing for business. The 2023 updated edition—all info verified and a new chapter on TikTok, plus revisions on LinkedIn, Facebook, and other major platforms....
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5 out of 5 stars
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Great SM Reference
- By Anne on 12-31-18
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Millennium
- From Religion to Revolution: How Civilization Has Changed over a Thousand Years
- By: Ian Mortimer
- Narrated by: John Lee
- Length: 15 hrs and 14 mins
- Unabridged
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Overall4.5 out of 5 stars 83
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Performance5 out of 5 stars 78
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Story4.5 out of 5 stars 79
In Millennium, best-selling historian Ian Mortimer takes the listener on a whirlwind tour of the last 10 centuries of Western history. It is a journey into a past vividly brought to life and bursting with ideas, that pits one century against another in his quest to measure which century saw the greatest change. We journey from a time when there was a fair chance of your village being burned to the ground by invaders - and dried human dung was a recommended cure for cancer - to a world in which explorers sailed into the unknown and civilizations came into conflict.
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4 out of 5 stars
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Bad ending - literally
- By John Gordon on 12-14-16
By: Ian Mortimer
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This Is Not a Game with Marc Fennell
- By: Marc Fennell
- Narrated by: Marc Fennell
- Length: 3 hrs and 19 mins
- Unabridged
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Overall4.5 out of 5 stars 152
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Performance4.5 out of 5 stars 140
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Story4.5 out of 5 stars 140
This Is Not a Game is the extraordinary untold story of the internet’s first conspiracy theory, the legend of Ong’s Hat. Marc Fennell will dive deep into a previously unexplored world of tech hippies, eccentric web subcultures and simmering paranoia, uncovering how this tongue-in-cheek artistic experiment backfired on its creator and went on to influence much of what’s wrong with the internet today.
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5 out of 5 stars
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WOW!
- By pondo on 05-09-24
By: Marc Fennell