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Learn Calculus with Python

Author Nick McIntyre

Paperback

$49.99 US

No Starch | No Starch Press

7"W x 9-1/4"H (17.8 x 23.5 cm) | 13 oz (369 g) | 28 per carton

On sale Aug 04, 2026 | 256 Pages | 9781718504486

Grades 9-12 + AP/IB

Sales rights: World

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Nonfiction > Science & Technology

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An intuitive, Python-based introduction to calculus for readers interested in real applications of the math.

Many people take a calculus course and walk away remembering almost nothing—except vague ideas about slopes, curves, and something called a tangent.

Learn Calculus with Python is written for those readers, as well as anyone else with a firm grasp of algebra and trigonometry who is eager to learn the practical math underlying machine learning optimization, signals processing, planetary simulations, and other useful applications.

Rather than teaching calculus as a collection of formulas and procedures, this book uses guided Jupyter Notebooks to introduce concepts like derivatives, integrals, the Fundamental Theorem, and dynamical systems through visualizations and real-world examples.

Designed for curious self-learners, programmers, and students who want to understand what calculus is actually describing, Learn Calculus with Python rebuilds the subject from the inside out— patiently and in context.

Nick McIntyre is an experienced educator who designs learning experiences around clarity, intuition, and curiosity. His background in teaching mathematics, robotics, and computer science informs an approach that treats calculus as something to be explored and understood—not endured.

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Foreword
Acknowledgments
Introduction

Chapter 1: Python Basics
Chapter 2: Drawing with Turtle Graphics
Chapter 3: Functions and Derivatives
Chapter 4: Integrals
Chapter 5: Ordinary Differential Equations and Vectors
Chapter 6: Dynamical Systems
Chapter 7: Linear Algebra with NumPy
Chapter 8: Multivariable Calculus
Chapter 9: Fourier Transforms

Appendix A
Bibliography
Index

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• Argentina

• Armenia

• Aruba

• Australia

• Austria

• Azerbaijan

• Bahamas

• Bahrain

• Bangladesh

• Barbados

• Belarus

• Belgium

• Belize

• Benin

• Bermuda

• Bhutan

• Bolivia

• Bonaire, Saba

• Bosnia Herzeg.

• Botswana

• Bouvet Island

• Brazil

• Brit.Ind.Oc.Ter

• Brit.Virgin Is.

• Brunei

• Bulgaria

• Burkina Faso

• Burundi

• Cambodia

• Cameroon

• Canada

• Cape Verde

• Cayman Islands

• Centr.Afr.Rep.

• Chad

• Chile

• China

• Christmas Islnd

• Cocos Islands

• Colombia

• Comoro Is.

• Congo

• Cook Islands

• Costa Rica

• Croatia

• Cuba

• Curacao

• Cyprus

• Czech Republic

• Dem. Rep. Congo

• Denmark

• Djibouti

• Dominica

• Dominican Rep.

• Ecuador

• Egypt

• El Salvador

• Equatorial Gui.

• Eritrea

• Estonia

• Ethiopia

• Falkland Islnds

• Faroe Islands

• Fiji

• Finland

• France

• Fren.Polynesia

• French Guinea

• Gabon

• Gambia

• Georgia

• Germany

• Ghana

• Gibraltar

• Greece

• Greenland

• Grenada

• Guadeloupe

• Guam

• Guatemala

• Guernsey

• Guinea Republic

• Guinea-Bissau

• Guyana

• Haiti

• Heard/McDon.Isl

• Honduras

• Hong Kong

• Hungary

• Iceland

• India

• Indonesia

• Iran

• Iraq

• Ireland

• Isle of Man

• Israel

• Italy

• Ivory Coast

• Jamaica

• Japan

• Jersey

• Jordan

• Kazakhstan

• Kenya

• Kiribati

• Kuwait

• Kyrgyzstan

• Laos

• Latvia

• Lebanon

• Lesotho

• Liberia

• Libya

• Liechtenstein

• Lithuania

• Luxembourg

• Macau

• Macedonia

• Madagascar

• Malawi

• Malaysia

• Maldives

• Mali

• Malta

• Marshall island

• Martinique

• Mauritania

• Mauritius

• Mayotte

• Mexico

• Micronesia

• Minor Outl.Ins.

• Moldavia

• Monaco

• Mongolia

• Montenegro

• Montserrat

• Morocco

• Mozambique

• Myanmar

• Namibia

• Nauru

• Nepal

• Netherlands

• New Caledonia

• New Zealand

• Nicaragua

• Niger

• Nigeria

• Niue

• Norfolk Island

• North Korea

• North Mariana

• Norway

• Oman

• Pakistan

• Palau

• Palestinian Ter

• Panama

• PapuaNewGuinea

• Paraguay

• Peru

• Philippines

• Pitcairn Islnds

• Poland

• Portugal

• Puerto Rico

• Qatar

• Reunion Island

• Romania

• Russian Fed.

• Rwanda

• S. Sandwich Ins

• Saint Martin

• Samoa,American

• San Marino

• SaoTome Princip

• Saudi Arabia

• Senegal

• Serbia

• Seychelles

• Sierra Leone

• Singapore

• Sint Maarten

• Slovakia

• Slovenia

• Solomon Islands

• Somalia

• South Africa

• South Korea

• South Sudan

• Spain

• Sri Lanka

• St Barthelemy

• St. Helena

• St. Lucia

• St. Vincent

• St.Chr.,Nevis

• St.Pier,Miquel.

• Sth Terr. Franc

• Sudan

• Suriname

• Svalbard

• Swaziland

• Sweden

• Switzerland

• Syria

• Tadschikistan

• Taiwan

• Tanzania

• Thailand

• Timor-Leste

• Togo

• Tokelau Islands

• Tonga

• Trinidad,Tobago

• Tunisia

• Turkey

• Turkmenistan

• Turks&Caicos Is

• Tuvalu

• US Virgin Is.

• USA

• Uganda

• Ukraine

• Unit.Arab Emir.

• United Kingdom

• Uruguay

• Uzbekistan

• Vanuatu

• Vatican City

• Venezuela

• Vietnam

• Wallis,Futuna

• West Saharan

• Western Samoa

• Yemen

• Zambia

• Zimbabwe

Learn Calculus with Python

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