Data Science Career

Data. It's the benchmark that informs corporate projections, decision-making, and analysis. But, why do many organizations that see themselves as data-driven fail to thrive? In Leading with AI and Analytics, two renowned experts from the Kellogg School of Management show business leaders how to transform their organization to become evidence-driven, which leads to real, measurable changes that can help propel their companies to the top of their industries.

Optimization is the driving principle of our modern world. We now can manufacture, transport, and organize things more cheaply and faster than ever. Optimized models underlie everything from airline schedules to dating site matches. We strive for efficiency in our daily lives, obsessed with productivity and optimal performance. How did a mathematical concept take on such outsize cultural shape? And what is lost when efficiency is gained? Optimal Illusions traces the fascinating history of optimization from its roots in America’s founding principles to its modern manifestations.

What to Do When Machines Do Everything is a guidebook to succeeding in the next generation of the digital economy. When systems running on artificial intelligence can drive our cars, diagnose medical patients, and manage our finances more effectively than humans, it raises profound questions on the future of work and how companies compete.

By listening to Storytelling with Data, you learn the fundamentals of data visualization and how to effectively communicate with data. You will discover the power of storytelling! Through this audiobook, you will know the method to reach the heart of the data so that you can manage them according to your needs and, through appropriate graphics and correct communication, create a compelling story that allows you to convey your ideas effectively and productively to listeners.

Do you want to master machine learning? This guide explains everything you need to know to finally fully understand machine learning and how you can use it to revolutionize your business and give your marketing plan a boost in the right direction. Each section is chockful of information about this branch of artificial intelligence that’s based on the idea that systems can identify patterns, learn from data, and make decisions with minimal human intervention.

Become an expert on machine learning, even if you don’t have a tech background! The IT realm is ever-expanding. New technologies are being discovered every day, creating a need for new and diverse job categories. Machine learning is currently the fastest growing IT sector. It deals with building machines that can imitate humans and even adapt. This audiobook will teach you everything you need to know about this soon-to-become the most profitable area of computer science. You’ll have no problem keeping up with the content, even without any programming experience.

The year 2020 is one the world will never forget. Amongst many other revelations, the pandemic opened up to us the importance of numbers. Leading nations have used COVID-19 data to understand the behaviour and spread of the virus, helping them make better policies to control the spread and outbreak, which has proven fruitful. Without data experts, the world will not have answers to preventing the widespread of the COVID-19 pandemic. Our planet is in need of more data analysts and scientists to study human and world patterns, help prevent pandemics, crisis, wars and become profitable.

Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments - also known as randomized controlled trials - designed to test the impact of different online experiences. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world.

If you’re considering a shift to data analysis, you’re likely exploring various programming languages to kickstart your journey. Take a cue from industry giants like Netflix, Facebook, and Amazon, who rely on SQL for data analysis. Don’t let misconceptions hinder your data analysis journey. Equip yourself with this comprehensive guide and master SQL to unlock new opportunities.

Do you want to learn about business intelligence but don't feel like reading a boring textbook? In the modern business world, the pace of action continues to quicken. Businesses need to be able to get actionable insights from their data in order to make the right decisions to act rapidly and effectively. In this audiobook, you will be introduced to the concept of business intelligence.

The benefits of data-driven methodologies are numerous. They allow organizations to make informed decisions based on data, which can lead to better results and increased competitiveness. Data-driven methodologies also help organizations to identify areas for improvement and make more accurate predictions about future outcomes.

Yes, you can succeed in an AI-driven world by unleashing your potential in machine learning! A working knowledge of AI and ML is no longer a “nice-to-have” but an “essential” in today's job market. But what if you feel lost amid the tech jargon? What if terms like “algorithms”, “neural networks”, or “data preprocessing” sound like a foreign language to you?

The need for precise, actionable, real-time Business Intelligence (BI) lies at the heart of the role of Big Data in modern commerce. In turn, the art of Data Science lies at the nexus of Big Data and BI, providing the essential methods by which BI can be extracted from Big Data's great black mass of constantly flowing, unstructured information. This combination has a created a new profession: an elite and specialized class of highly-compensated professionals specially skilled at data cleaning, analysis, and visualization.

Marcin Zukowski, Thierry Cruanes, and Benoit Dageville had a mission. As Snowflake’s founders, they wanted to make all types of data available to anybody with permission to use it via a simple and inexpensive mechanism. Their collective efforts drove the breakthrough creation of the Data Cloud. Snowflake’s Data Cloud platform ingests available data and transforms it into information. Without the ability to effectively process, data is just a collection of raw facts.

Simply put, Dark Data is stored, largely non-inventoried, unstructured data not currently used for the purpose of conducting data science, but which is nevertheless maintained on a "just in case" basis - either to meet regulatory requirements, or in the hope that the data will prove useful for research purposes at some time in the future.

What To Do When Machines Do Everything is a guidebook to succeeding in the next generation of the digital economy. When systems running on Artificial Intelligence can drive our cars, diagnose medical patients, and manage our finances more effectively than humans it raises profound questions on the future of work and how companies compete. Drawing upon real-world cases, data, and insight, the authors provide clear strategic guidance and actionable steps to help you and your organization move ahead in a world where exponentially developing new technologies are changing how value is created.

In this audiobook, you will have gain tremendous insights, understanding, and basics of Big Data and how it can helps to identify new growth areas and product opportunities, streamline their costs, increase their operating margins, and above all, make better human resource decisions using efficient budgets.

Lean Analytics is an incredibly popular framework for getting the most out of your business. Using this framework, you’ll be able to understand and master all of the data available to your business so you can build something the market truly wants.

Spreadsheets and the programs that create them are as common in the business world as cubicles, and yet many people still don't know how to take full advantage of the software they use to create these ever-present files; despite the fact that it could ultimately save them time, headaches, even money in the long run. If you want to ensure you are getting the most out of your spreadsheet software, then Excel: Strategic Use of the Calc Spreadsheet in Business Environments, Data Analysis and Business Modeling is the book you have been waiting for.

By one expert's prediction, within 20 years half of Americans will have body implants that tell retailers how they feel about specific products as they browse their local stores. The notion may be outlandish, but it reflects executives' drive to understand shoppers in the aisles with the same obsessive detail that they track us online. In fact, a hidden surveillance revolution is already taking place inside brick-and-mortar stores, where Americans still do most of their buying.