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Databases and Big Data Concepts and Applications
1
Comprehensive guide for data-intensive application design.
Navigate scalability, consistency, and reliability challenges.
Explore pros and cons of data storage technologies.
Understand trade-offs in fault tolerance and complexity.
Learn from architectures of major online services.
Apply fundamental principles to modern software engineering.
Make informed decisions on technology choices.
Average Rating out of 5:
Price Range: $46.67
2
Step-by-step guide to building your own LLM.
Learn coding techniques for large language models.
Pretrain and fine-tune for specific tasks.
Understand attention mechanisms and architecture.
Develop a chatbot that follows instructions.
Includes free eBook with print purchase.
Requires intermediate Python and machine learning knowledge.
Average Rating out of 5:
Price Range: $47.37
3
Comprehensive guide to data-intensive application design.
Explore scalability, consistency, and reliability challenges.
Examine pros and cons of various technologies.
Understand trade-offs in architecture decisions.
Learn from major online service architectures.
Navigate tools like NoSQL and relational databases.
Make informed decisions for modern applications.
Average Rating out of 5:
Price Range: $26.33
4
Illuminates how computers and software truly function.
Engaging storytelling builds understanding layer by layer.
Revised edition includes new chapters and graphics.
Explores the heart of smart devices: CPU.
Companion website enhances learning with animated graphics.
Teaches computing concepts through relatable analogies.
Unveils the digital revolution's fundamental essence.
Average Rating out of 5:
Price Range: $28.19
5
201 real interview questions from top tech companies
Step-by-step solutions for better understanding
Focus on essential Data Science interview topics
Tips for resume crafting and networking
Case study practice from renowned companies
Insights from Ex-Facebook data professionals
Avoid counterfeit books; buy new only
Average Rating out of 5:
Price Range: $42.75
6
Comprehensive guide from beginner to advanced level.
Master Python and SQL with practical examples.
Hands-on exercises for real-world applications.
Boost your confidence tackling coding challenges.
Five books in one for complete learning.
Learn advanced topics to enhance your skills.
Ideal resource for career advancement in tech.
Average Rating out of 5:
Price Range: $27.15
7
Structured approach for generative AI design interviews.
Practical framework simplifies complex concepts.
Real-world examples enhance understanding and application.
Insider insights on interviewer expectations.
Seven-step framework for tackling design questions.
In-depth solutions for ten example questions.
Over 280 diagrams to clarify system architecture.
Average Rating out of 5:
Price Range: $33.82
8
Learn data science using R and RStudio.
Master tidyverse for efficient data analysis.
Import, transform, and visualize your data effectively.
Communicate results clearly with integrated prose.
Practice with exercises to reinforce learning.
Updated for latest tidyverse features and best practices.
Gain a comprehensive understanding of data science cycle.
Average Rating out of 5:
Price Range: $49.99
9
Comprehensive SQL guide for beginners.
Includes free digital resources and sample database.
Learn essential SQL queries and applications.
Written by an expert with 25+ years experience.
Perfect for professionals and job seekers.
Lifetime access to bonus SQL resources included.
Average Rating out of 5:
Price Range: $23.99
10
Comprehensive guide for data manipulation in Python.
Updated for Python 3.10 and pandas 1.4.
Practical case studies for effective data analysis.
Learn pandas, NumPy, and Jupyter essentials.
Ideal for Python programmers and data analysts.
Access data files and materials on GitHub.
Create informative visualizations with matplotlib.
Average Rating out of 5:
Price Range: $43.99
11
Comprehensive overview of data engineering landscape.
Learn to plan and build robust data systems.
Evaluate technologies through the data engineering lifecycle.
Understand data generation, ingestion, and orchestration concepts.
Design architecture using best practices and frameworks.
Incorporate governance and security in data processes.
Cut through marketing hype for better technology choices.
Average Rating out of 5:
Price Range: $43.99
12
Learn practical tools for language AI applications.
Understand Transformer architecture for text generation.
Create advanced pipelines for document clustering.
Build semantic search engines beyond keyword matching.
Explore generative models and prompt engineering techniques.
Train and optimize LLMs for specific tasks.
Utilize pretrained models for text classification tasks.
Average Rating out of 5:
Price Range: $55.98
13
Learn SQL through real-world data examples.
Beginner-friendly guide to SQL and databases.
Analyze data using PostgreSQL and pgAdmin tools.
Hands-on exercises for practical skill-building.
Create and manage databases efficiently.
Updated content with advanced SQL techniques.
Two new chapters on system setup and JSON.
Average Rating out of 5:
Price Range: $27.41
14
Comprehensive overview of data engineering practices.
Learn to build robust data systems.
Evaluate technologies through a data lifecycle framework.
Understand key concepts: ingestion, transformation, storage.
Assess data problems with best practices.
Incorporate governance and security in engineering.
Available PDF included with your purchase.
Average Rating out of 5:
Price Range: $21.43
15
Step-by-step guide to building LLMs.
Clear explanations with diagrams and examples.
Code a GPT-style language model from scratch.
Fine-tune LLMs for specific tasks and data.
Prepare datasets suitable for effective training.
Develop your own personal assistant LLM.
Requires intermediate Python and machine learning knowledge.
Average Rating out of 5:
Price Range: $43.99
16
Comprehensive guide to dimensional modeling techniques.
Updated third edition with new ETL techniques.
Includes case studies from various industries.
Authored by renowned experts Ralph Kimball and Margy Ross.
Focus on real-world business applications and scenarios.
Designed for fast query response and ease of understanding.
Essential resource for data warehousing and business intelligence.
Average Rating out of 5:
Price Range: $51.88
17
Comprehensive guide for all Excel skill levels.
Clear illustrations for easy understanding.
Hands-on exercises to reinforce learning.
Master essential formulas and functions effectively.
Create impactful data visualizations and charts.
Automate tasks using Power Query and VBA.
Exclusive templates to enhance productivity.
Average Rating out of 5:
Price Range: $18.80
18
Introduces programming through data exploration.
Easy-to-learn Python 3 programming language.
Free software for Mac, Windows, Linux.
Solves complex data problems effectively.
Suitable for beginners in programming.
Builds foundational skills for data analysis.
Enhances career opportunities in tech fields.
Average Rating out of 5:
Price Range: $0.99
19
Explores common statistical fallacies and paradoxes.
Improves decision-making using data and statistics.
Accessible introduction to statistical thinking for everyone.
Real-world examples from health and politics included.
Covers correct and incorrect interpretations of data.
Engaging style appeals to curious readers.
Highlights importance of statistics in modern challenges.
Average Rating out of 5:
Price Range: $3.99
20
Comprehensive guide for practical statistics in data science.
Learn essential statistical concepts using R and Python.
Bridges gap between statistics and data science practices.
Exploratory data analysis as a key preliminary step.
Random sampling techniques to improve dataset quality.
Principles of experimental design for definitive answers.
Statistical machine learning methods to learn from data.
Average Rating out of 5:
Price Range: $45.25
21
Unlock insights from your organization’s data.
Intuitive access to data for informed decisions.
Step-by-step guide by expert Jack Hyman.
Learn data modeling and visualization techniques.
Create compelling reports for decisive action.
Master advanced functions like DAX and integrations.
Transform data into actionable business strategies.
Average Rating out of 5:
Price Range: $22.47
22
Comprehensive guide to online controlled experiments.
Learn A/B testing fundamentals and best practices.
Trusted insights from industry leaders at top companies.
Real-world examples and practical applications included.
Avoid common pitfalls in experimental design.
Enhance data-driven decision-making strategies effectively.
Develop scalable platforms for ongoing experimentation.
Average Rating out of 5:
Price Range: $40.99
23
Learn essential data science principles for business.
Understand data-analytic thinking for decision-making.
Explore data-mining techniques used today.
Improve communication between stakeholders and data scientists.
Apply data science methods for competitive advantage.
Approach business problems with data-analytical mindset.
Gain insights from real-world business examples.
Average Rating out of 5:
Price Range: $29.23
24
Comprehensive SQL Server 2022 coverage for developers.
Clear examples and easy-to-understand explanations.
Best practices and helpful tips included throughout.
Hands-on exercises to reinforce learning after each chapter.
Distinctive paired-pages format for effective reference.
Learn to work with Azure SQL databases.
Professional SQL writing skills for career advancement.
Average Rating out of 5:
Price Range: $44.50
25
Practical guide for creating Power BI dashboards.
25 chapters covering various chart types.
Includes 40 visuals from AppSource gallery.
Step-by-step instructions for visuals setup.
Tips for effective data preparation techniques.
Quizzes to reinforce learning material.
Suitable for both analysts and nontechnical users.
Average Rating out of 5:
Price Range: $41.33
26
Comprehensive guide on data-intensive application design.
Explore scalability, consistency, and reliability trade-offs.
Understand various data storage and processing tools.
Identify strengths and weaknesses of technologies.
Learn core principles applicable in modern applications.
Navigate complexities of distributed systems research.
Gain insights from major online service architectures.
Average Rating out of 5:
Price Range: $36.99
27
Comprehensive six-page SQL reference guide.
Designed for beginners and experts alike.
Core commands, syntax, and key terms included.
Laminated for durability and easy handling.
Created by SQL expert Robin Nixon.
Best-selling resource for over 10 years.
Quick access to essential SQL facts.
Average Rating out of 5:
Price Range: $6.81
28
Comprehensive guide for Python programming enthusiasts.
Seven books combined into one resource.
Perfect for beginners and experienced coders alike.
Learns applications from apps to big data.
Updates on the latest Python features included.
Ideal for career advancement in tech fields.
Easy-to-follow format for all learning styles.
Average Rating out of 5:
Price Range: $31.46
29
Guidance for advancing software engineering careers.
Insights from a seasoned software engineering manager.
Covers essential soft and hard skills.
Advice for navigating promotions and roles.
Structured career path for software engineers.
Improves performance through effective feedback.
Empowers engineers at all career stages.
Average Rating out of 5:
Price Range: $21.83
