Machine Learning Python For Absolute Beginners
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Machine Learning Python For Absolute Beginners
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Author : Oliver Theobald
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-08-20
Machine Learning Python For Absolute Beginners written by Oliver Theobald and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-20 with Computers categories.
A clear and beginner-focused guide to Python and ML fundamentals. Covers coding basics, OOP, and core machine learning methods in a friendly, structured format. Key Features A two-part structure combining Python basics and machine learning for seamless skill-building Logical progression designed to reduce learning friction and build strong conceptual clarity Hands-on practice with Jupyter notebooks and real datasets to reinforce every key concept taught Book DescriptionStarting with Python syntax and data types, this guide builds toward implementing key machine learning models. Learn about loops, functions, OOP, and data cleaning, then transition into algorithms like regression, KNN, and neural networks. A final section walks you through model optimization and building projects in Python. The book is split into two major sections—foundational Python programming and introductory machine learning. Readers are guided through essential concepts such as data types, variables, control flow, object-oriented programming, and using libraries like pandas for data manipulation. In the machine learning section, topics like model selection, supervised vs unsupervised learning, bias-variance, and common algorithms are demystified with practical coding examples. It’s a structured, clear roadmap to mastering both programming and applied ML from zero knowledge.What you will learn Master Python syntax, variables, and basic data structures Build control flows using conditionals, loops, and functions Implement object-oriented concepts like classes and objects Analyze and clean datasets using pandas and Python tools Train supervised and unsupervised machine learning models Evaluate and optimize models for better prediction accuracy Who this book is for This book is perfect for beginners with little to no coding or data science background. It assumes no prior experience with Python or machine learning. Ideal for aspiring data analysts, tech learners, and students transitioning into AI and programming roles.
Machine Learning With Python
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Author : Mark Coding
language : en
Publisher:
Release Date : 2019-11-03
Machine Learning With Python written by Mark Coding and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-03 with categories.
Are you tired of taking risks, hoping that it will pay off big but always being worried about the risks? Have you been hearing about some of the buzzwords in the world of business like data science, data analysis, and machine learning, but worry that this is going to be too hard for you to catch onto and learn more about? Are you looking for ways to know more about your industry, what products to release, and how to gain a competitive edge overall, without all of the risks? If this sounds like something you have dealt with, then machine learning for Python is the best option for you! This guidebook is going to dive into all of the parts of this that you need to know right now! Inside, we will explore what machine learning is all about, how to add it into Python, and so many of the algorithms and steps that you need to really make all of this a reality for your needs. Inside this guidebook, be prepared to take some of the basics of Python and machine learning, and turn yourself into an expert, someone who knows with certainty that all of your decisions are the right ones, and who has data and information to back them all up. Some of the different topics that we will discuss in this guidebook to help make this a reality, and to ensure that we are able to learn and make good predictions, includes: The basics of machine learning and artificial intelligence. How to work with Python and machine learning to get started with all the options that work with this topic. How to work with some of the different Python machine learning algorithms that are out there for you to choose from. How to work with a model of machine learning and go through the process of having your computer learn on its own. More examples of how to work with Python and machine learning together. The importance of working with neural networks and what all of this can mean to your code. A look at deep learning and data science that can take your machine learning to the next level. The steps you need to know to get started with data pre=processing. A look at where machine learning and more will be able to help lead us to the future. Working with machine learning for Python is an important topic that a lot of businesses are diving into now more than ever. They see the value of working with data science, and what this process can do for them in terms of their success and their sound business decisions. When you are ready to learn how to use machine learning for Python for some of your business and data science needs, make sure to take a look at this guidebook to get started. Scroll the top of the page and select the Buy Now button
Machine Learning With Python
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Author : Oliver Theobald
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-03-06
Machine Learning With Python written by Oliver Theobald and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-06 with Computers categories.
Unlock the secrets of data science and machine learning with our comprehensive Python course, designed to take you from basics to complex algorithms effortlessly Key Features Navigate through Python's machine learning libraries effectively Learn exploratory data analysis and data scrubbing techniques Design and evaluate machine learning models with precision Book DescriptionThe course starts by setting the foundation with an introduction to machine learning, Python, and essential libraries, ensuring you grasp the basics before diving deeper. It then progresses through exploratory data analysis, data scrubbing, and pre-model algorithms, equipping you with the skills to understand and prepare your data for modeling. The journey continues with detailed walkthroughs on creating, evaluating, and optimizing machine learning models, covering key algorithms such as linear and logistic regression, support vector machines, k-nearest neighbors, and tree-based methods. Each section is designed to build upon the previous, reinforcing learning and application of concepts. Wrapping up, the course introduces the next steps, including an introduction to Python for newcomers, ensuring a comprehensive understanding of machine learning applications.What you will learn Analyze datasets for insights Scrub data for model readiness Understand key ML algorithms Design and validate models Apply Linear and Logistic Regression Utilize K-Nearest Neighbors and SVMs Who this book is for This course is ideal for aspiring data scientists and professionals looking to integrate machine learning into their workflows. A basic understanding of Python and statistics is beneficial.
Machine Learning For Absolute Beginners
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Author : Rafoel B Hoerner
language : en
Publisher: Independently Published
Release Date : 2025-08-13
Machine Learning For Absolute Beginners written by Rafoel B Hoerner and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-13 with Computers categories.
Machine Learning for Absolute Beginners: Hands-On Python Projects, Step-by-Step Tutorials, and a 6-Month Career Roadmap Unlock the power of machine learning with zero prior experience. Learn Python, build real-world projects, and fast-track your tech career all in one beginner-friendly guide. Machine learning isn't just for experts anymore. This book takes you from absolute beginner to confident practitioner through a clear, structured approach that blends hands-on coding, practical applications, and professional career planning. Every chapter is designed to build both your technical skill set and your understanding of how machine learning works in the real world. You'll start by mastering Python fundamentals, then move on to building core projects like predictive models, data visualizations, and natural language processing applications. Step-by-step tutorials ensure you never feel lost, while real-world examples connect the theory to problems you can actually solve. By the end, you'll not only have an impressive portfolio but also a tailored six-month roadmap to launch your career in data science, AI, or software development. Whether you aim to land your first job, transition into a tech role, or simply explore the fascinating world of AI, this book gives you the tools, confidence, and strategy to succeed. Key Features: Beginner-Friendly Learning Path - Start with Python basics and progress to building complete machine learning projects. Hands-On Tutorials - Follow detailed, practical examples with annotated code for every concept. Career-Focused Roadmap - Includes a month-by-month plan to build skills, a portfolio, and job readiness. Real-World Applications - Learn by solving actual problems in prediction, NLP, and data analysis. No Prior Experience Needed - Designed for absolute beginners with no background in coding or AI. Ready to go from complete beginner to machine learning practitioner in just six months? Start your journey today with Machine Learning for Absolute Beginners your all-in-one guide to learning, building, and launching your tech career.
Machine Learning With Python
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Author : Daniel Géron
language : en
Publisher:
Release Date : 2021-02-19
Machine Learning With Python written by Daniel Géron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-19 with categories.
Machine Learning With Python
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Author : Daniel Géron
language : en
Publisher: Tiger Gain Limited
Release Date : 2021-01-12
Machine Learning With Python written by Daniel Géron and has been published by Tiger Gain Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-12 with categories.
Do you want to learn how machine learning and neural networks work quickly and simply? Do you want to know how to build a machine learning model, and you have no programming skills? Do you want to get started with learning data science? This book is going to guide you to the basics and the principles behind machine learning. Machine learning is an active research domain and includes several different approaches. This book is going to help you understand the various methods of machine learning and neural networks. It will guide you through the steps you need to build a machine learning model. Machine learning implies programming. This book will teach you Python programming. This book does not require any pre-programming skills. It will help to get you started in Python programming, as well as how to use Python libraries to analyze data and apply machine learning. Overall, this book is a go-to guide for getting started in machine learning modeling using Python programming. Once you get through the book, you will be able to develop your machine learning models using Python. Through this book, you will learn: - Principles of machine learning - Types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning - Advantages of each type of machine learning - Principle and types of neural networks - Steps to develop and fit artificial neural network model - Getting started and installing Python - Tools and platforms for Python programming - How to use pandas, NumPy and matplotlib Python libraries - How to develop a simple linear and logistic machine learning model - How to build and train a multi-layer artificial neural network two ways: from scratch and using the Python libraries Even if you don't have any background in machine learning and Python programming, this book will give you the tools to develop machine learning models.
Python For Absolute Beginners
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Author : Andrew Warner
language : en
Publisher:
Release Date : 2020-07-20
Python For Absolute Beginners written by Andrew Warner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-20 with categories.
Did you know that Python is one of the most versatile high-level programming languages ever developed? This book enables you to learn programming concepts and acquire advanced skills in Python through practical examples. It serves as a concise "how-to" code guide for various real-life scenarios, such as: Automation: If you are bored doing the same set of tasks every day, you can use Python to automate most of them. File Operations: Use Python to interact with any file type and perform various operations. Data Analysis: Data science is the future, and Python enables you to parse and analyze large data sets efficiently. Image Processing: Python can help you perform complex processes on images, an integral part of most security and entertainment systems. GUI Interfacing: Take control of your computer accessories and go even further with full-blown hardware automation. This book is equally beneficial for you no matter if you are a programming enthusiast or professional. You are going to learn many standard and external Python libraries in it, including: Scrapy Xlrd Json Csv Numpy Lol, apologies. What makes this Python programming book unique? Well, for one, it can guide you through the most critical phase of programming, i.e., Python setup. A lot of sources don't usually focus on this important aspect, which leads to frustration and confusion at an early stage. This book also provides flowcharts and other visuals to convey a particular concept. More precisely, this book will give you: A solid foundation in Python programming. Simple explanations of code, broken down into easy to follow steps. How you stand to benefit by learning Python. How to leverage the power of python to handle a variety of machine learning algorithms. A carefully organized, step-by-step guide, so easy that even your grandma could do it. At the end of every chapter, you'll find a number of exercise questions that will help you cultivate a culture of curiosity and exploration. Are you ready to delve into the world of Python programming? Buy this book today!
Master Python Programming For Absolute Beginners
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Author : Cesar J Burnett
language : en
Publisher: Independently Published
Release Date : 2025-10-22
Master Python Programming For Absolute Beginners written by Cesar J Burnett and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-22 with Computers categories.
Python Programming for AI and Machine Learning is a complete beginner's guide designed to help you master Python and apply it to real-world AI and ML projects. From setting up your environment and learning core Python syntax to building, training, and deploying intelligent models, this book offers a hands-on, structured path to becoming an AI developer. Perfect for students, tech enthusiasts, and aspiring data scientists, it bridges foundational programming with practical applications in data analysis, deep learning, and natural language processing.
Python Programming
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Author : Peter van Dijk
language : en
Publisher: Independently Published
Release Date : 2019-08-21
Python Programming written by Peter van Dijk and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-21 with categories.
Python Programming Learning Python Programming is simpler than you might think. With this crash course, you can quickly master this programming language and put your newfound knowledge to use. Python coding language can be applied to many real-world situations, including the use of artificial intelligence chips, the personalization of drugs and medicines, machine learning, healthcare, and many other situations that are currently in use or soon-to-be developed systems. Inside the pages of this easy-to-follow guide, you will find: Detailed explanations about the program and its uses The basics of the Python Programming Language Data Types Methods and functions in Python The scope and lifetime of variables and functions in Python Applications of Python Programming in the Real World And More! This book is designed with your success in mind. It utilizes simple language to help you grasp the key concepts with ease. The details are explained in layman terms someone with computer programming knowledge will understand and someone who is new to computer language will understand. Now is the time to learn everything you can about this program with Python Programming: A Comprehensive Crash Course in Python for Absolute Beginners. Buy your copy today!
Machine Learning For Absolute Beginners
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Author : Oliver Theobald
language : en
Publisher:
Release Date : 2021
Machine Learning For Absolute Beginners written by Oliver Theobald and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Featured by Tableau as the first of "7 Books About Machine Learning for Beginners." Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add 'Machine Learning' to your LinkedIn profile?Well, hold on there...Before you embark on your journey, there are some high-level theory and statistical principles to weave through first. But rather than spend $30-$50 USD on a thick textbook, you may want to read this book first. As a clear and concise alternative, this book provides a high-level introduction to machine learning, free downloadable code exercises, and video demonstrations. Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy to follow along at home.This new edition also features extended chapters with quizzes, free supplementary online video tutorials for coding models in Python, and downloadable resources not included in the Second Edition. Readers of the Second Edition should not feel compelled to purchase this Third Edition.Disclaimer: If you have passed the 'beginner' stage in your study of machine learning and are ready to tackle coding and deep learning, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment - as a fully grown Simba looking over the Pride Lands of Africa - then this is the book to gently hoist you up and give a clear lay of the land.In this step-by-step guide you will learn: - How to download free datasets- What tools and machine learning libraries you need- Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data- Preparing data for analysis, including k-fold Validation- Regression analysis to create trend lines- k-Means Clustering to find new relationships- The basics of Neural Networks- Bias/Variance to improve your machine learning model- Decision Trees to decode classification, and- How to build your first Machine Learning Model to predict house values using PythonFrequently Asked QuestionsQ: Do I need programming experience to complete this e-book?A: This e-book is designed for absolute beginners, so no programming experience is required. However, two of the later chapters introduce Python to demonstrate an actual machine learning model, so you will see some programming used in this book. Q: I have already purchased the Second Edition of Machine Learning for Absolute Beginners, should I purchase this Third Edition?A: As the same topics from the Second Edition are covered in the Third Edition, you may be better served reading a more advanced title on machine learning. If you have purchased a previous edition of this book and wish to get access to the free video tutorials, please email the author. Q: Does this book include everything I need to become a machine learning expert?A: Unfortunately, no. This book is designed for readers taking their first steps in machine learning and further learning will be required beyond this book to master machine learning.