LIBROS DEL AUTOR: analytics curriculum

11 resultados para LIBROS DEL AUTOR: analytics curriculum

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  • Foundations of Data and Artificial Intelligence
    Analytics Curriculum
    Foundations of Data and Artificial Intelligence provides a practical, accessible introduction to data, analytics, and AI for college‑level courses and workforce training. Designed for full‑semester use, the text blends conceptual foundations with hands‑on learning through applied labs, real datasets, and guided exercises.Students learn how data is created, cleaned, stored, anal...
    Disponible

    61,73 €

  • Preparing Data for Analytics and AI
    Analytics Curriculum
    Preparing Data for Analytics and AI teaches students how to clean, structure, and prepare real‑world data using SQL, R, and Python. Learners develop practical skills in data profiling, handling messy values, joins and merges, filtering, derived fields, reshaping tables, and maintaining data quality at scale. The text emphasizes reproducible, automated, and AI‑assisted workflows...
    Disponible

    73,15 €

  • Discovering Patterns in Data
    Analytics Curriculum
    Discovering Patterns in Data provides a practical, accessible introduction to data mining for college‑level courses and workforce programs. Students learn how to explore, clean, and prepare data; identify patterns and relationships; and apply core data mining methods including clustering, classification, and association analysis. The text also introduces AI‑enhanced techniques ...
    Disponible

    69,62 €

  • Coding for Data Analytics and AI
    Analytics Curriculum
    Coding for Data Analytics and AI introduces students to the practical coding skills required for modern data work. Learners develop foundational R and Python skills, including data structures, functions, libraries, debugging, and reproducible workflows. The text emphasizes automation, reliability, and AI‑assisted coding techniques that support efficient, repeatable analysis.Des...
    Disponible

    72,09 €

  • Machine Learning and Language AI
    Analytics Curriculum
    Machine Learning and Language AI introduces students to the core concepts and practical workflows behind modern machine learning and natural language processing. Learners explore supervised and unsupervised models, model evaluation, optimization, recommendation systems, text preprocessing, embeddings, sentiment analysis, topic modeling, and applied NLP pipelines.Designed for co...
    Disponible

    70,12 €

  • AI Rookies Natural Language Processing
    Data Analytics Curriculum
    Start your NLP journey by mastering the messy middle-text preprocessing. This beginner-friendly guide introduces you to the core skills every aspiring NLP practitioner needs, such as cleaning and tokenizing text, handling stop words, stemming and lemmatization, and converting text into features. You’ll then explore foundational tasks like text classification and sentiment analy...
    Disponible

    52,41 €

  • Data Rookies Labs Data Wrangling with R
    Data Analytics Curriculum
    Learn R by Doing. Data Wrangling with R is a hands-on workbook designed for beginners learning R through practical data cleaning and transformation. With over 20 structured labs, you’ll tackle real-world tasks like filtering, sorting, formatting, handling missing data, reshaping datasets, and using packages like dplyr. Clear examples, built-in exercises, and both base R and Ti...
    Disponible

    74,31 €

  • Data Rookies Labs Intro to Analytics with R
    Data Analytics Curriculum
    A Hands-On Introduction to Data Analytics using RData Rookies Labs: Intro to Analytics with R is a guided lab workbook designed to help students learn data science by doing. Through 22 structured labs, learners use R and RStudio to explore topics including descriptive statistics, regression, sampling, data visualization, SQL, classification, sentiment analysis, and more. Each l...
    Disponible

    69,96 €

  • Data Rookies Labs Data Mining with R
    Data Analytics Curriculum
    Unlock the power of R and dive into real-world data mining. This hands-on workbook guides you through clustering, classification, and association techniques using approachable language, engaging labs, and no programming prerequisites. Ideal for beginners, students, and instructors alike, you’ll learn to explore, normalize, and model data step-by-step-building skills that transf...
    Disponible

    53,63 €

  • AI Rookies Labs Learn Text Analytics and NLP using R
    Data Analytics Curriculum
    Master text analytics and natural language processing-one lab at a time.This lab-based workbook is your no-fluff, beginner-friendly path to learning text analytics and NLP using real R code. You’ll work hands-on with real data and clear examples as you move from tokenization and stopword removal to sentiment analysis, topic modeling, classification, embeddings, and more.Each la...
    Disponible

    57,74 €

  • AI Rookies Labs Beginning NLP with Orange
    Data Analytics Curriculum
    AI Rookies Labs: Beginning NLP with Orange is a hands-on, visual lab workbook that introduces students to natural language processing (NLP) using the no-code Orange data mining platform. Designed for high school, college, and independent learners, this book teaches core concepts such as text preprocessing, sentiment analysis, topic modeling, and text classification-without requ...
    Disponible

    40,85 €