Advanced Data Science

Data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. 

LLM Data Science: Leveraging Large Language Models for Advanced Data Insights explores the transformative role of large language models (LLMs) in the field of data science. This comprehensive guide covers everything from foundational concepts to hands-on applications, helping data scientists harness LLMs to generate meaningful insights, automate tasks, and tackle complex data problems. Beginning with an introduction to the basics of LLMs and their unique advantages in data science, this book explains how these models can enhance data preprocessing, classification, information retrieval, and...

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets.

The ultimate guide to digital marketing and advertising from one of the most influential digital marketers in the world, Alex Schultz, Chief Marketing Officer of Meta. “Alex is one of a small handful of people that I can say without his work, our community would not have connected more than 2...

If you found a rusty old lamp on the beach, and upon touching it a genie appeared and granted you three wishes, what would you wish for? If you were wishing for a successful application development effort, most likely you would wish for accurate and robust data models, comprehensive data flow diagrams, and an acute understanding of human behavior. The wish for well-designed conceptual and logical data models means the requirements are well-understood and that the design has been built with flexibility and extensibility leading to high application agility and low maintenance costs. The wish ...

Model Context Protocol: Advanced AI Agents for Beginners A beginner-friendly guide to one of the most important shifts happening in AI right now. Note: The book is re-published by Packt Publishing and is available on all major platforms like O'Reilly, Packt and other places This book is for anyone who's ever looked at ChatGPT and thought, “Cool, but can it actually do stuff for me?” Like not just chat. Actually take over tasks, run your software, automate your day. That’s where something called the Model Context Protocol (MCP) comes in. It’s a lightweight system that lets AI take ...

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.

Are you ready to harness the transformative power of AI in finance? AI Mastery for Finance Professionals is the definitive guide for navigating the AI revolution that is reshaping the financial landscape. This book demystifies complex concepts and equips you with the knowledge and tools to leverage AI for smarter decision-making, improved risk management, and unparalleled innovation. As AI removes traditional constraints on scale, scope, and learning, it is redefining how financial institutions create, capture, share, and deliver value. With AI-driven processes enabling unprecedented ...

Do you know that there's a lot more to Excel, but have no idea what to learn? This audiobook could be the answer you're looking for. You'll learn: Introduction to Advanced Excel, Optimization using the Solver Function, Sensitivity Analysis, and much more.

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

Descubra métodos y estrategias avanzadas para aprender ciencia de datos paraempresas. Las oportunidades que ofrece el big data son enormes; deje que este libro le ayude a aprovechar esas oportunidades. Ahora es el momento de comenzar a recopilar información esencial, hacer predicciones racionales y obtener una ventaja competitiva sobre otras empresas utilizando la amplia gama de datos disponibles en línea.

Data science has a huge impact on how companies conduct business, and those who don't learn about this revolutionary field could be left behind. You see, data science will help you make better decisions, know what products and services to release, and how to provide better service to your customers. In this guidebook, you will discover more about data science and how to get started in this field.

In this book, you’ll find methods and techniques to organize your data, extract the information, and analyze it. There’s a way to make sure your company is going in the right direction, and this audiobook will reveal the secret behind a successful business.

In your everyday life artificial intelligence is all around you. Every time you buy a product on Amazon, follow a new profile on Instagram, listen to a song on Spotify or reserve a room on Booking, they are learning something out of your behavior. And these are just the most visible aspects of how machine learning is having an impact on our lives. Everyone knows how important machine learning is for the growth and success of the biggest tech companies, and many people know about the machine learning impact in science, medicine and statistics.

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.

In our highly competitive world of today, we need all the edge we can to get ahead of our competitors. For a long time, companies have focused on spending more on marketing and advertisement, ignoring the powerful asset they had at their disposal: data. Although this isn't the case anymore for large companies, smaller businesses are still in the dark about this, and you can use this asset to your advantage. This bundle will show you how.

Are You Stuck in "Tutorial Hell"? It's Time to Go From Python Beginner to Job-Ready Pro. You've mastered the basics of Python. You can write scripts, but the leap to building professional, portfolio-worthy applications feels overwhelming. Terms like Django, REST APIs, Pandas, and Machine Learning seem like a foreign language, and you don't know which path to take. Sound familiar? Break through the intermediate plateau. Python Pro: Beyond the Basics is your definitive guide to mastering the in-demand skills that employers are actually hiring for. This is not another theory-heavy textbook. ...

Practical Data Science with R lives up to its name. It explains basic principles without the theoretical mumbo-jumbo and jumps right to the real use cases you'll face as you collect, curate, and analyze the data crucial to the success of your business. You'll apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support. 

Did you know the value of data usage has increased job opportunities but that there are few specialists? These days, everyone is aware of the role data can play, whether it is an election, business, or education. But how can you start working in a wide interdisciplinary field that is occupied with so much hype? This audiobook presents you with a step-by-step approach to data science as well as secrets only known by the best data scientists.

Structured query language (SQL) is the gold standard for interacting with modern databases. Used by companies all over the world, SQL allows users to manipulate the contents, architecture, and existence of a relational database management system (RDBMS) with just a few commands. Knowledge of this simple yet powerful tool is becoming ubiquitous in workplaces big and small, corporate and public. From young start-ups to multinational conglomerates - businesses of all types need to effectively manage and process their data.