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74150840
Hands-On Data Science and Python Machine Learning
85% of respondents would recommend this to a friend
Item #:
74150840
SAR 233
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Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models.
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What Stands Out
Practical Learning
Hands-on projects enhance understanding of data science concepts, ensuring learners can directly apply Python machine learning techniques in real-world scenarios.
Comprehensive Curriculum
Covers essential data science topics and machine learning algorithms, making it suitable for both beginners and experienced practitioners looking to deepen their skills.
Expert Insights
Authored by industry professionals, providing valuable insights and best practices that enrich the learning experience and prepare learners for real industry challenges.
Product Details
- Learn the tools and techniques of data analysis and machine learning in Python
- Explore topics such as Bayesian methods and K-means clustering in a beginner-friendly way
- Understand how to clean and prepare data for analysis
- Implement popular regression and clustering methods in Python
- Visualize data analysis results using Matplotlib library
- Learn to perform machine learning on large datasets using Apache Spark
| Publisher | Packt Publishing |
| Publication date | July 31, 2017 |
| Language | English |
| Print length | 420 pages |
| ISBN-10 | 9781787280748 |
| ISBN-13 | 978-1787280748 |
| Item Weight | 1.58 pounds (720 grams) |
| Dimensions | 7.5 x 0.95 x 9.25 inches (19.1 x 2.4 x 23.5 cm) |
Who Should Buy?
-
Aspiring Data Scientists
Ideal for individuals looking to start a career in data science with practical Python applications.
-
Developers Transitioning
Useful for software developers who want to shift their focus toward machine learning and data analysis.
-
Students in Tech
Beneficial for students aiming to enhance their programming and analytical skills in a hands-on approach.
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Absolute Beginners
Not suitable for those with no prior knowledge of programming or data science concepts.
Product Description
Hands-On Data Science and Python Machine Learning
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Pros
- Practical approach to learning
- Well-structured content
- Great for beginners
- Comprehensive examples provided
Cons
- Some topics could use more depth.
Product Price History
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Features & Benefits
- Understand and explore core topics in data science
- Build and analyze your own machine learning models
- Learn how to use Apache Spark for processing big data efficiently
- Clean, prepare, and visualize your data for analysis
- Train efficient machine learning models using Python
- Implement popular clustering and regression methods
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