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My Book of Python Computing

by Abhijit Kar Gupta

Length:401 pages

Edition:1

Language:English

Publication Date: 2021-04-24

ISBN-10:B093FZ58GB

Description

This book is a lucid introduction to Python Computing for anyone. The chapters are devoted to Core Python and systematic introduction to Python computing with external packages like NumPy, Matplotlib, SymPy and Pandas. You find many Python codes and graphical demonstrations as examples and applications. The students, research scholars or any self learner can be benefitted from this book.

CPython Internals: Your Guide to the Python 3 Interpreter

Description

Computing with C: A Practical Handbook for Engineering Students: Volume I

by Kendra M. L. Cooper

Edition:1

Language:English

Publication Date: 2021-03-17

ISBN-10:B08ZG686W2

Description

The C programming language remains a preferred choice for developing high performance, embedded systems. For students without any programming experience, learning to use the C programming language can be challenging. The book series provides a practical step-by-step approach to systematically understand and apply the basics of the language. In particular, it aligns with first year engineering courses such as APSC 160 at The University of British Columbia (Point Grey campus). Volume I consists of five chapters: Where to Start?, Fundamentals, Branch Control Statements, Loop Control Statements, and File Input/Output.

Computing with C: A Practical Handbook for Engineering Students: Volume III

by Kendra M. L. Cooper

Edition:1

Language:English

Publication Date: 2021-04-02

ISBN-10:B091NFNLLM

Description

Volume III covers the fundamentals of data acquisition systems (DAQs).

Hacks for TikTok: 150 Tips and Tricks for Editing and Posting Videos, Getting Likes, Keeping Your Fans Happy, and Making Money

by Kyle Brach

Length:184 pages

Edition:1

Language:English

Publisher: Racehorse

Publication Date: 2020-08-18

ISBN-10:1631586432

ISBN-13:9781631586439

Description

Become a Pro at TikTok with This Tell-All Guide!
From getting started to getting famous, Hacks for TikTok is the perfect hands-on guide for learning how to use Tiktok for your own personal enjoyment as well as for getting noticed, getting likes, and getting followed.
This book covers the ins and outs of the app, providing practical advice so that you can master creating and managing content and grow your following. With this comprehensive guide, learn how to:

Navigate the TikTok app
Edit and post videos
Add special effects and sound clips
Interact and engage with your audience
Go viral and get famous
Keep your fans happy
Make money
And learn hacks for duets, skits, lip-syncing, challenges, and more!

Including simple step-by-step instructions and screenshots for visual aid, this book is the perfect resource for beginners looking to learn the ropes and experts to brush up on their knowledge.

Essential Prealgebra Skills Practice Workbook

by Chris McMullen

Length:225 pages

Edition:1

Language:English

Publisher: Zishka Publishing

Publication Date: 2020-04-20

ISBN-10:1941691080

ISBN-13:9781941691083

Description

Essential Prealgebra Skills Practice WorkbookZishka Publishing Essential Prealgebra Skills Practice Workbook 1941691080This math workbook, authored by Chris McMullen, Ph.D., is focused on essential prealgebra skills. It includes examples, plenty of practice problems, answers, and full solutions to most problems. Topics include: order of operations; PEMDAS; fractions, decimals, and percents; exponents and square roots; a beginning introduction to working with variables; ratios and rates; negative numbers; and other prealgebra skills. The author, Chris McMullen, Ph.D., has over twenty years of experience teaching math skills to physics students. He prepared this workbook of the Improve Your Math Fluency series to share his strategies for applying arithmetic and prealgebra skills.

How to Fine-tune Support Vector Machines for Classification

by Ionut Brandusoiu

Edition:1

Language:English

Publication Date: 2020-08-18

ISBN-10:B08G8C7FSM

Description

This book covers in the first part the theoretical aspects of support vector machines and their functionality, and then based on the discussed concepts it explains how to find-tune a support vector machine to yield highly accurate prediction results which are adaptable to any classification tasks. The introductory part is extremely beneficial to someone new to learning support vector machines, while the more advanced notions are useful for everyone who wants to understand the mathematics behind support vector machines and how to find-tune them in order to generate the best predictive performance of a certain classification model.

Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines

by Antje Barth, Chris Fregly

Length:522 pages

Edition:1

Language:English

Publisher: O'Reilly Media

Publication Date: 2021-05-04

ISBN-10:1492079391

ISBN-13:9781492079392

Description

With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance.

Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more
Use automated machine learning to implement a specific subset of use cases with Amazon SageMaker Autopilot
Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, and more
Tie everything together into a repeatable machine learning operations pipeline
Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka
Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and more

Elementary Statistics: A Quickstudy Laminated Reference Guide

by Deborah Rumsey

Length:6 pages

Edition:N

Language:English

Publisher: QuickStudy

Publication Date: 2020-05-01

ISBN-10:1423244184

ISBN-13:0654614044181

Description

Essential quick reference guide for material covered in a college-level introductory statistics course. Often one of the most challenging intro courses taken, the information as authored in its concise style and format can support anyone using statistics for reference to concepts and equations throughout their academic or professional career. In 6 laminated durable pages the answers you need are at your fingertips organized and authored by Deborah J. Rumsey, PhD, accomplished author, Statistics Education Specialist, Faculty Member, and Fellow of the American Statistical Association. Quality and care of authorship, editing and design, and that this guide will last your entire career makes it an incredible value that you need to add to your statistics toolbox.
6 page laminated guide includes:

Important Terms
Data Tables
Graphs for Single Variable

Pie Chart, Bar Graph, Histogram, Stem-Leaf Plot, Boxplot

Descriptive Statistics for Single Variable

Measures of Center
Quartiles & Percentiles
Five-Number Summary
Measures of Variation

Correlation & Regression

Correlation
Simple Linear Regression
Simple Linear Regression Analysis
Interpretation & Prediction
Measuring

Probability
Random Variables

Probability Distribution
Normal Distribution
68-95-99.7 Rule
Standard Normal Distribution
The t-Distribution
Binomial Distribution
Sampling Distribution of the Sample Mean
Sampling Distribution of the Sample Proportion

Confidence Intervals
Alpha Level Hypothesis Test

Code Using Python: Fun activities for Absolute Beginners

by Troy Tuckett

Length:63 pages

Edition:1

Language:English

Publisher: Independently published

Publication Date: 2018-12-20

ISBN-10:1792017863

ISBN-13:9781792017865

Description

Discover Coding at https://kidscodingworkbook.com. Code Using Python teaches kids to think in a new way. They learn to do simple coding and understand principles that will help them to become competent programmers. The author uses a combination of simple lessons that use examples and analogies familiar to kids, and fun exercises that provide hands-on learning. These things guaranteed your kids will learn and love coding.