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Data Mining Techniques and Applications
1
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
2
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
3
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.
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Price Range: $23.99
4
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
5
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.
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Price Range: $27.41
6
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.
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Price Range: $0.99
7
Updated for modern coding practices.
Learn mobile app development with Flutter.
Explore cloud computing fundamentals.
Expand JavaScript skills with new syntax.
Master Python 3 for data analysis.
Understand responsive design using Flexbox.
Launch your coding career with ease.
Average Rating out of 5:
Price Range: $24.72
8
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
9
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.
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Price Range: $40.99
10
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.
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Price Range: $29.23
11
Practical guide to trustworthy A/B testing.
Insights from leaders at top tech companies.
Learn to accelerate innovation through experiments.
Definitive text on creating verifiable experiments.
Avoid common pitfalls in controlled experiments.
Real-world examples and practical advice included.
Master data-driven decision-making techniques.
Average Rating out of 5:
Price Range: $38.94
12
Unlock essential data analytics skills for beginners.
Learn a 5-step framework for data analysis.
Discover data mining and machine learning principles.
Create compelling visualizations for data-driven decisions.
Overcome complex datasets with problem-solving strategies.
Build your career in the data-driven world.
Average Rating out of 5:
Price Range: $7.99
13
Comprehensive guide to statistical learning concepts.
Focus on practical applications in various fields.
Includes color graphics for better understanding.
Covers supervised and unsupervised learning techniques.
Discusses neural networks, boosting, and more.
New edition features updated topics and methods.
Valuable resource for statisticians and data enthusiasts.
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Price Range: $80.74
Color: 7 positive
Material: Technometrics
14
Transform into a valuable data professional.
Master data science and statistics language.
Ask insightful questions about data results.
Understand machine learning and AI fundamentals.
Avoid common data interpretation pitfalls.
Engaging and approachable learning experience.
Ideal for professionals and aspiring data scientists.
Average Rating out of 5:
Price Range: $23.88
15
Comprehensive guide to database internals.
Explores modern distributed data systems.
Covers storage engines and their classifications.
Discusses efficient storage building blocks.
Explains complex distributed system communication patterns.
Examines consistency models in database clusters.
Includes resources from open-source databases.
Average Rating out of 5:
Price Range: $36.49
16
Comprehensive overview of data engineering landscape.
Plan and build robust data systems effectively.
Evaluate technologies through the data engineering lifecycle.
Learn data generation, ingestion, and orchestration techniques.
Incorporate data governance and security measures.
Apply best practices for data architecture design.
Understand critical concepts for any data environment.
Average Rating out of 5:
Price Range: $41.79
17
Learn SQL fundamentals for database applications.
Generate, manipulate, and retrieve data effectively.
New chapters on big data and analytics.
Self-contained lessons with practical examples.
Exercises to reinforce SQL skills and concepts.
Create tables, indexes, and constraints with ease.
Understand subqueries and conditional logic in SQL.
Average Rating out of 5:
Price Range: $36.49
18
Understand statistics without complex formulas.
Build confidence in data interpretation.
Explore essential statistical skills and concepts.
Learn about relationships and data distributions.
Gain insights into inferential statistics.
Access downloadable datasets for practical learning.
Written by an experienced statistics expert.
Average Rating out of 5:
Price Range: $18.71
19
Learn programming with Python's simplicity and breadth.
Self-paced approach boosts your programming competence.
Suitable for both beginners and experienced programmers.
Master key Python skills needed for the job.
Includes object-oriented, database, and GUI programming.
8-chapter course for a solid Python foundation.
Real-world applications enhance your programming skills.
Average Rating out of 5:
Price Range: $52.40
20
Hands-on recipes for effective data analysis.
Master pandas 2.x and its advanced features.
Streamline workflows with practical, ready-to-use solutions.
Learn data wrangling, visualization, and optimization.
Integrate pandas effectively with NumPy and databases.
Boost efficiency in large dataset handling.
Ideal for Python developers and data professionals.
Average Rating out of 5:
Price Range: $35.61
21
Learn mathematical methods used in sports management.
Enhance performance and predict outcomes effectively.
New chapters on soccer, e-sports, and golf.
Explore statistical techniques like Bayesian inference.
Understand player evaluation and team performance insights.
Gain an edge in sports betting strategies.
Discover why traditional tactics may be ineffective.
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Price Range: $19.20
22
Learn data science principles from scratch.
Understand algorithms with practical Python implementations.
Updated for Python 3.6 and modern techniques.
Master linear algebra, statistics, and probability basics.
Dive into machine learning fundamentals and techniques.
Explore data manipulation, cleaning, and exploration methods.
Implement models like decision trees and neural networks.
Average Rating out of 5:
Price Range: $36.64
23
Comprehensive introduction to data analytics.
Eight books in one for solid foundational knowledge.
Learn data mining and organization techniques.
Use Microsoft Power BI for data extraction.
Visualize data effectively with Tableau.
Introduction to Python, R, and SQL coding.
Ideal for new and novice data analysts.
Average Rating out of 5:
Price Range: $25.77
24
Learn data science fundamentals for business application.
Understand data-analytic thinking for informed decisions.
Explore real-world examples from businesses.
Enhance communication between stakeholders and data scientists.
Utilize data as a valuable business asset.
Master data-mining techniques for effective data gathering.
Approach business problems with a data-driven mindset.
Average Rating out of 5:
Price Range: $27.77
25
Learn Bayesian statistics through fun examples.
Understand probability with Star Wars and LEGO.
Illustrative scenarios like UFOs and burglaries.
Master Bayes theorem and its applications.
Calculate distributions to analyze your data.
Draw reliable conclusions from comparative hypotheses.
Transform survey results into actionable insights.
Average Rating out of 5:
Price Range: $27.40
26
Learn data analysis using Python libraries.
Master Pandas for data manipulation and analysis.
Create stunning visualizations with Seaborn.
Build predictive models using Scikit-learn.
Work with real-world data in practical analyses.
Stay ahead in the growing data analyst field.
Comprehensive training and reference for data science.
Average Rating out of 5:
Price Range: $49.82
27
Learn R for data analysis efficiently.
Ideal for beginners and experienced programmers.
Unique paired-pages format enhances learning experience.
Master data cleaning and preparation techniques.
Create models for predictions using real data.
Develop skills with real-world analysis examples.
Stay ahead in the growing data analyst field.
Average Rating out of 5:
Price Range: $35.50
28
Learn SQL fundamentals quickly and effectively.
Analyze real-world datasets for practical insights.
Create and manage databases with ease.
Use PostgreSQL for powerful data analysis.
Master advanced query techniques for data wrangling.
Includes exercises to reinforce learning concepts.
Updated for the latest SQL features and practices.
Average Rating out of 5:
Price Range: $23.99
29
Master SQL for data analytics effortlessly.
Transform complex data into clear insights.
Hands-on exercises boost your SQL skills.
Learn data cleaning and integration techniques.
Create impactful visualizations from SQL data.
Discover real-world SQL applications in various industries.
Average Rating out of 5:
Price Range: $7.99
30
Comprehensive guide for Python data analysis.
Updated for Python 3.10 and pandas 1.4.
Hands-on practical case studies included.
Learn pandas, NumPy, and Jupyter effectively.
Ideal for new analysts and Python programmers.
Access data files on GitHub for practice.
Create visualizations using matplotlib easily.
Average Rating out of 5:
Price Range: $41.79
