Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.
* Get a crash course in Python
* Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science
* Collect, explore, clean, munge, and manipulate data
* Dive into the fundamentals of machine learning
* Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering
* Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
About the Author
Joel Grus is a software engineer at Google. Before that he worked as a data scientist at multiple startups. He lives in Seattle, where he regularly attends data science happy hours. He blogs infrequently at joelgrus.com.
The Bureau of Internal Revenue (BIR) has circularized the Revised Withholding Tax Table which should be used in computing tax withheld on every payment of employee compensation. The Table is effective from January 1, 2018 to December 31, 2022. Under the TRAIN law, there will be revised rates of the individual income tax effective on January 1, 2023. read more »
HRMS Employee Data Entry is a process to capture employee’s information data and documents. Pinoy Web Application create basic data entry form how to gather employee's data in Personal Details, Job Information, Allowance and 201 Files that manageable and easy to access or retrieve information. read more »
Employee’s payslips are automatically available on every employee dashboard account after completing all task processing in payroll module requirement. Pinoy web application enables employees to access all pay period payslip remotely, anywhere in the world and download anytime as needed. read more »
Retrieval of attendance logs from biometric finger scanner device is sometimes needed for evaluation or other reason for verification of employee In/Out history. Pinoy Web Application can generate attendance logs from the option provided in filtering data to retrieve from the database and have an option to download as excel file. read more »
HR Manager or Top management can monitor in a real time view of attendance Daily Time Record (DTR) using their mobile or personal computer with internet connection. Using SignalR web functionality when the employee used the device DTR Finger Scanner to record their time logs the DTR Real Time Monitoring server-side code push the content to the connected clients as it happens, in real-time... the web page content is automatically updated. read more »
Programming books display here are property of respective owners. All information about the book published in this website is in good faith and for general information purpose only.
Please support author by buying hardcopy to the nearest book store in your place or order books in publisher websites.