Machine Learning For Absolute Beginners: A Plain English Introduction (Second Edition) (Learn AI, Data science & Python Books for Beginners)
Want to dive into the world of machine learning but feel overwhelmed by dense textbooks? This streamlined guide is designed for absolute beginners, offering a clear adn practical introduction without asking for any prior coding experience. Whether you're aiming to understand core concepts or build your first model,it breaks down complex theories into plain English,supplemented by engaging visuals and real-world examples. From data scrubbing to regression analysis,it provides a gentle yet thorough lay of the land—perfect for those ready to explore the Pride Lands of machine learning without getting lost in the thicket.
packed with actionable insights, this edition introduces essential techniques like k-fold validation, one-hot encoding, and ensemble modeling, all explained in a way that's easy to digest. While it doesn't cover advanced coding or deep learning, it serves as an ideal starting point, guiding readers toward structuring their learning path with confidence. Think of it as your first compass in the machine learning wilderness, balancing depth with simplicity.
- Plain English explanations for absolute beginners
- Visual examples to clarify complex concepts
- Covers practical techniques like data scrubbing and clustering
- Structured for step-by-step learning
Cons
- Not suited for advanced learners or those with coding experience
- Lacks heavy-duty theoretical depth found in textbooks
- Focuses on high-level introductions,not deep dives
| Specification | Details |
|---|---|
| Format | Ebook |
| Publication Date | June 21,2017 |
| Language | English |
| Page Count | 168 |
Learn English for Adult Beginners: 7 ESL Books in 1: 7 Steps to Master Grammar, Achieve Fluency, and Expand Your vocabulary with 1,000 New Words & Phrases
Overcoming language challenges can unlock a world of opportunities, whether you're aiming for U.S.citizenship, advancing your career, or simply connecting more deeply with loved ones. Many adults find themselves stuck, unsure how to bridge the gap between their current English skills and their goals. But what if learning could be simplified? This series takes a visual approach to mastering English,breaking down complex concepts into clear,actionable steps that stick with you. By integrating visual aids with practical examples,these books make retention easier and faster,ensuring you move confidently towards passing the U.S. Citizenship Test, scoring well on the TOEFL, or boosting your professional communication prowess.
Dive into the 7-book series designed to transform your English skills, one book at a time. From grasping foundational grammar and vocabulary to refining your writing and speaking, each volume builds upon the last to create a cohesive learning path. What sets this apart is the wealth of included bonuses—video courses, pronunciation guides, and cultural resources—that add over $1,000 in value, making it an all-in-one solution for learners at any level. Whether you're a beginner or preparing for a specific exam, these books are tailored to fit your journey, offering the tools and strategies you need to succeed.
Pros
- Comprehensive 7-book series covers all aspects of English learning
- Visual learning approach enhances retention and understanding
- Practical examples tied to real-world scenarios like exams and daily life
- Extensive bonuses include videos,pronunciation guides,and cultural tips
- Perfect for beginners,exam takers,and professionals alike
Cons
- Some users may prefer a more customary text-heavy format
- Book series is relatively thick and might be daunting for some
- Lack of advanced-level content in the core series
| Specifications | Details |
|---|---|
| Pages | 325 |
| Format | Paperback |
| Value | Over $1,000 in bonuses |
Fearlessly Fluent Fast: Learn Your next Language Fast Like A Kid!: 7 Simple Neuro-Linguistic Hacks to Speak your Foreign Language in 3 Months Use Everyday ... & Build Fluency Fast Like Children
Have you found yourself hitting a wall in your language-learning journey? You're not alone. Many learners start with enthusiasm, diving into apps, books, and random websites, but somehow, progress remains stubbornly slow. Perhaps you've dedicated hours over the years, yet still find yourself stuck at the beginner level.What if there's a better way? This approach shifts the focus from rote memorization and grinding to understanding how languages naturally stick in the brain. Imagine unlocking methods that help you fluently absorb new words and phrases, learning from the successes of others, and finally breaking thru the frustrating plateau. It's time to discover strategies that work with, not against, your brain's natural learning processes.
If you're tired of wasting time on methods that don't pay off, or if you simply don't have the luxury of time, money, or a native-speaking community, this is your moment to reconsider everything you thought you knew about language acquisition. By exploring seven groundbreaking techniques, you'll learn how to master memory, harness the mindset of rapid learners, and even discover the secrets behind why children pick up languages so effortlessly. Perfect for busy adults or anyone who’s tried everything else without success, this guide offers actionable insights backed by brain science and real-world tips. Ready to finally speak fluently? The solution lies just ahead.
Pros and Cons
Pros:
* Innovative, seven-step learning system.
* Focuses on natural language acquisition.
* Addresses common frustrations (plateaus, time constraints).
* Leverages brain science for faster retention.Cons:
* Requires a shift in existing learning habits.
* May not suit those preferring structured courses.
* Success depends on consistent application.
| Feature | Details |
|---|---|
| Publication Date | December 24, 2022 |
| Page Count | 226 pages |
| Format | PDF/eBook |
Florida Assessment of Student Thinking (FAST) Test Prep: Grade 3 English Language Arts Literacy (ELA) Practice workbook and Full-length Online Assessments: FAST Study Guide
Empower your child to approach the 2025 Florida state assessments with unwavering confidence by equipping them with targeted readiness that makes learning feel less like a challenge and more like a game. This practice workbook, meticulously crafted by experts familiar with the FAST exam, is designed to make a tangible difference in your child’s performance—targeting score improvements of 10-15 points through engaging, skill-focused practice. It goes beyond rote memorization by offering hundreds of questions meticulously aligned with Florida’s B.E.S.T. standards, presented in formats that simulate the actual test, ensuring your child isn't just learning concepts, but mastering the application of those concepts under realistic conditions.
What truly sets this workbook apart is its bright integration of modern learning tools. Imagine your child receiving step-by-step guidance, helpful hints, and personalized feedback as they tackle practice questions—just like having a dedicated tutor available whenever they need it. The Lumos AI Tutor adds a layer of one-on-one support previously unimaginable in standard workbooks, making complex topics easier to grasp. Coupled with comprehensive coverage of over 40 essential ELA skills and realistic full-length practice tests, this resource isn’t just a workbook; it’s a dynamic learning companion designed to build proficiency, reduce test day jitters, and foster a deeper understanding of English Language Arts, all while providing you with clear insights into your child’s progress through detailed performance reports.
Pros:
- Targeted score betterment potential (10-15 points).
- full alignment with Florida’s B.E.S.T. standards.
- Comprehensive coverage of 40+ essential ELA skills.
- Included: Hundreds of practice questions with detailed explanations.
- Realistic full-length online practice tests mirroring the FAST format.
- Exclusive Lumos AI Tutor for personalized, step-by-step guidance during practice.
- Personalized study plans generated based on performance.
- Convenient online resources and easy progress tracking.
- Flexible use for classroom, homeschooling, tutoring, or at-home practice.
Cons:
- requires active internet access for full utilization of digital features and AI Tutor.
- Phonics content mentioned for the full suite but not explicitly detailed for this workbook alone.
- As with any standardized test prep, student engagement and consistent use are key to success.
| Feature | Details |
|---|---|
| Expert Design | FAST exam specialists |
| Question Alignment | B.E.S.T. standards |
| Question Count | Hundreds, print/digital |
| Coverage | 40+ ELA skills |
| Online Tests | 2 full-length, realistic |
| Personalization | AI Tutor, study plans |
SBAC Test Prep: Grade 3 english language Arts Literacy (ELA) Common Core Practice Book and Full-length Online Assessments: Smarter Balanced Study Guide (SBAC by Lumos Learning)
Empower your child to approach the 2025 Smarter Balanced assessments with confidence by equipping them with targeted practice. This expert-designed workbook, crafted by Smarter Balanced professionals, is tailored to enhance your child’s understanding and performance, aiming for a significant score improvement.With hundreds of Common Core-aligned questions, engaging online tests, and a personalized learning path, it offers a comprehensive approach to test prep that adapts to your child’s unique needs.
What truly sets this workbook apart is the innovative Lumos AI Tutor, a dynamic tool that provides real-time, step-by-step guidance during practice sessions. Whether your child is tackling challenging questions or mastering foundational concepts, the AI Tutor offers hints, explanations, and tailored feedback, creating an interactive learning experience that feels like having a personal teacher by their side. This blend of print and digital resources ensures a versatile, year-round learning solution—ideal for classroom use, at-home复习, homeschooling, or tutoring.
Pros and Cons
Pros: expert-designed by Smarter Balanced professionals; covers over 40 essential ELA skills; includes personalized study plans andProgress Tracking; seamless integration of print, digital, and AI-powered resources; reduces test anxiety with realistic practice tests; provides detailed answer keys and explanations.
Cons: May require additional online resources for full utilization; AI tutor dependency could perhaps limit autonomous learning; workbook alone may not suffice for comprehensive test prep without supplementary materials.
| Feature | Description |
|---|---|
| Alignment | Common Core State Standards |
| Content | 400+ practice questions, 2 full-length online tests |
| AI support | Step-by-step guidance with Lumos AI Tutor |
| Format | Print + Digital Resources |
SBAC Test Prep: Grade 4 English Language Arts Literacy (ELA) Common Core Practice Book and Full-length Online Assessments: Smarter Balanced study Guide (SBAC by Lumos Learning)
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Your child can approach the 2025 Smarter Balanced assessment with newfound confidence thanks to this expert-designed practice workbook. Created by professionals who understand the test inside out, it’s built to elevate scores by 10-15 points through targeted preparation. With hundreds of practice questions aligned with common Core standards, plus realistic online tests that mirror the actual exam format, your child gets comprehensive coverage of essential English Language Arts concepts.The best part? A personalized learning path that adapts to their specific strengths and weaknesses.
What sets this apart is the exclusive Lumos AI Tutor, which provides step-by-step guidance and feedback just like having a teacher at home. This dynamic tool offers hints, explanations, and real-time support as your child works through problems, keeping them engaged and on track. Whether used for classroom practice, at-home drills, or homeschooling, this workbook delivers year-round learning value while helping your child build the skills needed to succeed on test day.
Pros and Cons
Pros:
- Expert-designed content aligned with Common Core standards
- Hundreds of practice questions covering all key ELA concepts
- Realistic online practice tests that mirror the actual exam
- Personalized learning paths based on performance
- Lumos AI Tutor for step-by-step guidance and feedback
- Comprehensive coverage of 40+ ELA skills
Cons:
- Digital resources require internet access
- Some parents report that explanations could be more detailed
-Workbook is relatively thick, which might be daunting for some younger students
| Feature | Details |
|---|---|
| Content alignment | Common Core State Standards |
| Question Count | Hundreds of practice questions |
| Test Practice | 2 full-length online practice tests |
| Personalization | AI Tutor guided practice |
| Coverage | 40+ ELA skills across Reading, Language |
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Smarter Balanced Practice with AI Tutor Access |
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