Machine Learning: Make Your Own Recommender System - Build Your Recommender System with Machine Learning Insights

Oliver Theobald

Sinopsis

With an introductory overview, the course prepares you for a deep dive into the practical application of Scikit-Learn and the datasets that bring theories to life. From the basics of machine learning to the intricate details of setting up a sandbox environment, this course covers the essential groundwork for any aspiring data scientist.The course focuses on developing your skills in working with data, implementing data reduction techniques, and understanding the intricacies of item-based and user-based collaborative filtering, along with content-based filtering. These core methodologies are crucial for creating accurate and efficient recommender systems that cater to the unique preferences of users. Practical examples and evaluations further solidify your learning, making complex concepts accessible and manageable.The course wraps up by addressing the critical topics of privacy, ethics in machine learning, and the exciting future of recommender systems. This holistic approach ensures that you not only gain technical proficiency but also consider the broader implications of your work in this field. With a final look at further resources, your journey into machine learning and recommender systems is just beginning, armed with the knowledge and tools to explore new horizons.

Disponible desde: 19/03/2024.

Longitud de impresión: 131 páginas.

Ciencia y tecnología

Otros libros que te pueden interesar

Cannabis Compounds - An Approach...

Pharmacology University

Cannabis itself is a plant that contains hundreds of substances with potential biological activity, most of which have therapeutic effects. These substances can be classified into groups, the most important of which are cannabinoids, terpenes and flavonoids. In this text, the most prominent substances that make up these groups are explored, including their biological effects and the contributions they make to the plant and its characteristics in aspects such as flavor and aroma, and the effects they have on the organs and systems. 
Having understood the effects of cannabis and its derivatives on the organism, the text then reviews the main methods for the extraction of cannabinoids and their proper preservation and maintenance, so that this valuable product maintains its quality and effectiveness for years and even decades. 
If you are interested in learning a little more about the inner side of the cannabis industry, one of the most interesting approaches is the biochemistry involved. With that in mind, Pharmacology University has prepared this audiobook with the intention of allowing you to learn more about the functions of cannabinoids and other groups of substances that have proven to have beneficial properties for health and well-being, as well as about the characteristics that laboratories must have and the strict regulations to which they are subjected in order to ensure that their products contain the highest possible quality. We invite you to become part of a flourishing and booming medical cannabis industry through knowledge.

Ver libro

Relationships 50 - How AI VR and...

Elyakim Kislev

Technology is our new life partner. No longer confined to the sidelines, new interactive technologies like AI therapists, avatar friends, and robot assistants are ready to transform technology's role from basic tools of convenience to intimate elements of our social and emotional lives. 
 
  
 
Blending science, sociology, history, and psychology, Relationships 5.0 asks how recent technological developments cause us to think differently about our family lives, love affairs, and emotional needs. It argues that we are currently living through a technological paradigm shift similar in magnitude to the preceding agricultural, industrial, and informational revolutions in human history. Thanks to the convergence of the cognitive revolution (AI), the sensorial revolution (VR and AR), and the physical revolution (robots), technology can now fulfill emotional, intellectual, and physical needs that have until now been met by other humans. 
 
 
 
While many are still wary of human-technology companionship, Relationships 5.0 reveals that these novel interactions aren't as risky as we'd once thought, but can instead make our social and emotional lives richer and more diverse. Still, we must ask: What will the age of Relationships 5.0 look like? How should we prepare for such an age? Who might already be ready to embrace these changes, and why?

Ver libro

The SEO Blueprint

Allen Kent

The SEO Blueprint: The Ultimate Guide on SEO Optimization, Discover the Proven Techniques and Strategies on How to Dominate SEO on GoogleWith so much information on the internet nowadays, one of the most crucial things for any business is to simply keep up. It’s almost impossible to keep up with everything but any business should aim for their content to get out there to reach its target audience. With so much information on the internet, it’s easy for any content to get buried in the last  pages whenever people search for terms. You need SEO to make sure your content is in the front pages and read be your target audience.This audiobook will teach you the best SEO techniques you can use to get your content out there. You will learn tips on how to make sure your content appears on the front pages of search engines. You will also discover advances SEO strategies This audiobook will discuss the following:- SEO Overview- Advanced SEO Tips and Strategies- Using Social Media to Improve Your Search Ranks- Best ON-Page SEO Optimization Techniques- Best OFF_Page SEO Optimization Techniques- YouTube SEO Tips- SEO Link Building Techniques- Effective Keyword Research Tips- Rock Your SEO With Blog Commenting Tips- SEO Tips for Dominating Local Search- Best SEO ToolsSEO techniques are rapidly changing and it is also important to keep up with this so your business can adapt quickly.To know more about effective SEO techniques and strategies, scroll up and click “add to cart” now!

Ver libro

Elegant Python - Simplifying...

Michael Huang

Python, often regarded as the Swiss Army knife of programming languages, uniquely blends simplicity and power. "Elegant Python: Simplifying Complex Solutions" is your comprehensive guide to harnessing this dynamic language's full potential. 
Unlock the art of writing code that solves problems and does so with grace and sophistication. This book takes you on a captivating journey through the realm of Python programming, where you'll master the skills required to craft elegant solutions to complex challenges. 
Explore the principles of Pythonic coding, emphasizing clarity, efficiency, and maintainability. From data manipulation and web development to machine learning and automation, "Elegant Python" covers a broad spectrum of topics, all with a central focus on creating code that stands out for its elegance and ingenuity. 
Whether you're a seasoned developer looking to refine your Python skills or a newcomer eager to learn the best practices from the start, this book has you covered. You'll gain a deep understanding of Python's capabilities and how to leverage them to create code that works and impresses with its simplicity and beauty. 
"Elegant Python" is your passport to Python mastery. Dive in and embark on a journey that will transform your programming skills and enable you to craft solutions that are not just functional but truly elegant. Elevate your Python programming game with this essential guide, and let your code shine with sophistication and grace.

Ver libro

Green

Suzannah Evans

'My mother was an oak treemy dad a garage mechanicMy father was a field of wheatmy mother the Prime MinisterMy mother was an innkeeperand my father a lonely cactus…'
Suzannah Evans' new pamphlet introduces us to Green, half human, half angry nature spirit. Green serves as a stunt double for our own rage and complicity in nature's destruction. He shows us nature's delights so we may mourn their loss more deeply.
'In this delicious mini-biography of the mythic figure, Suzannah Evans has conjured up a Green Man – now modishly monikered 'Green' – who is witness, listener, accountant, cheerleader, of all and every aspect of nature. An inveterate listicle maker, he can't help but nag us until our attention is drawn back inexorably to the wonder of the world; it's nightmares too. Whether he is supervising extinctions, lavender farming, or picking up plastic litter on the beach, Green is unabashedly a fun, wry and playful personality to spend some time with.' Rishi Dastidar
'Green is a contemporary secular canticle, where matter and living beings are in mischievous, polyphonic dialogue. Channelled through this beyond-human figure, it presents a decentred ecology where "Green isn't rooting for anyone" – but where we must find a way to befriend 'him', without turning him into a 'man'. Earth is lively and re-enchanted, in Green's contemporary and accessible animism. We are invited to accept the majesty of llama memes alongside the 'death drop' of species extinction. Fuck you, Green says to the wasps, stinging him all over, I still love you. A gentle, passionate, good-natured plea, for even the stickiest, ickiest, grossest creatures to be named in Green's – and humanity's – affections.' Caleb Parkin

Ver libro

Age of Fire and Plastic The:...

Alex Southwick

We live in a world built by fire and wrapped in plastic — a planet reshaped by our own invention. From the first flicker of flame to the glow of the digital screen, humanity’s genius has transformed the Earth’s systems in ways no species has ever done before. 
In The Age of Fire and Plastic, Alex Southwick traces the story of the Anthropocene — the era in which humans became a geological force. Through vivid storytelling and sharp insight, Southwick reveals how our tools of progress — oil, metal, concrete, and polymer — have left indelible marks in the air, sea, and soil. 
But this is not merely a tale of ruin. It’s also a meditation on what it means to live consciously in a world of our own making. How do we find awe, responsibility, and meaning when the natural and artificial are now one and the same? 
Sweeping in scope yet deeply personal, The Age of Fire and Plastic is an essential journey through humanity’s defining century — and a call to shape the next one with intention rather than accident.

Ver libro