PyCharm Python Tutorial. PyCharm for Data Science.
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00:00 Why PyCharm?
02:32 PyCharm Installation.
03:50 PyCharm Quick Overview
27:33 Data Science Project with PyCharm
34:43 Data Science Project src/feature_processing.py
45:18 Data Science Project Labelencoding
58:22 Data Science Project src/train.py
1:21:04 PyCharm integration with GitHub Repository

#Why is #PyCharm?
#How To do Data Science #Project with PyCharm?

Trainer: Mr.Ashok Veda - https://in.linkedin.com/in/ashokveda

Watch above video to understand Why PyCharm? and How To do Data Science Projects with PyCharm?

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Вероятно, вы слышали про мнимую единицу, или «i». Это число, которое при возведении в квадрат даёт -1 (минус один). Тем, кто из школьной программы помнит, что результат возведения в квадрат всегда положительный, это может показаться странным. Не переживайте, долгое время идея о квадратных корнях отрицательных чисел ставила в тупик величайших математиков. Тем не менее мнимые числа вошли в обиход и доказали свою пользу: с их помощью мы не только научились решать некоторые уравнения, но и получили возможность узнать чуть больше о том, как на самом деле устроена Вселенная. Историю их появления, как мы считаем, вполне достойную экранизации, расскажет Дерек Маллер в новом видео.

Если вам захочется окунуться поглубже именно в математическую сторону вопроса, рекомендуем также посмотреть видео от канала Welch Labs «Мнимые числа реальны»: https://youtu.be/kicp_odjsRs

Перевод: Алексей Малов
Редактура: Елена Смотрова
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Muchas gracias a Adam Savage y a todo el equipo de Tested, especialmente a Kristen Lomasney, Ryan Kiser y Joey Fameli. Muchas gracias por venir al desierto con nosotros y por invitarnos a su cueva. Echa un vistazo al vídeo que hicimos con ellos en su canal - https://youtu.be/h_zytOcMwys

Otro enorme agradecimiento a iFly Ontario por dejarnos filmar en su increíble túnel de viento. Un agradecimiento especial a Diana Rios, Treasa Telle, Michelle Brumley por invitarnos y a Anthony Jones, Torrell Henderson y Nate Roth por ser unos estupendos instructores. iFly organiza viajes educativos STEM, donde puedes experimentar la velocidad terminal de primera mano - https://www.iflyworld.com/programs/st...

Gracias a Inland Empire Film Services y a la Oficina de Cine del Condado de San Bernardino por partes del vídeo rodadas en el Condado de San Bernardino.

El vídeo de la gota de lluvia pertenece a la magnífica obra de Alistair McClymont "Raindrop" - https://alistairmcclymont.com/artwork...

El vídeo de la gota de lluvia rompiéndose es del artículo más interesante que he leído en mucho tiempo - Villermaux, E., & Bossa, B. (2009). Single-drop fragmentation determines size distribution of raindrops. Nature physics, 5(9), 697-702. - https://ve42.co/Villermaux



▀▀▀
Referencias:
Altair. (2019). Desacreditación digital: Podría matarte de verdad una moneda que cae desde lo alto del Empire State? - https://ve42.co/Altair2019


Braeunig, R.A. Propiedades de la atmósfera. - https://ve42.co/AtmosProp


The Guardian. (2014). El brutal clima invernal trae un nuevo desafío: el hielo que cae de los rascacielos - https://ve42.co/WTCicicle


NASA. (2018). La caída del martillo y la pluma del Apolo 15 - https://ve42.co/NASAmoondrop


Red Bull Stratos - https://ve42.co/RBStratos


Quealy, K., Sanger-KatzIn, M. (2015). En otros países, tienes las mismas probabilidades de morir por la caída de un objeto que por una pistola. New York Times. - https://ve42.co/NYTFallingObject


Consejo Nacional de Seguridad. (2022). Atropello por Objetos. - https://ve42.co/NSCStruck


Williams, A. (2019). Cuáles son las probabilidades de morir por granizo en EEUU? - https://ve42.co/Williams2019


NewScientist. (2021). Pueden las balas disparadas hacia arriba causar heridas al volver a tierra? - https://ve42.co/CelebratoryGunFire

Chambers, J. (2020). Conozca la Flechette: ¿el arma más mortífera de la Primera Guerra Mundial? - https://ve42.co/Flechette

Wikipedia. Lazy Dog (bomba). - https://ve42.co/LazyDog

Gläser, N., Kneubuehl, B. P., Zuber, S., Axmann, S., Ketterer, T., Thali, M. J., & Bolliger, S. A. (2011). Examen biomecánico de los traumatismos contusos debidos a golpes de bate de béisbol en la cabeza. Journal of Forensic Biomechanics, 2 - https://ve42.co/Glaser2011

Yoganandan, N., Pintar, F. A., SANCES JR, A. N. T. H. O. N. Y., Walsh, P. R., Ewing, C. L., Thomas, D. J., & Snyder, R. G. (1995). Biomechanics of skull fracture. Journal of neurotrauma, 12(4), 659-668.

New York Times. (2014). La caída de una cinta métrica mata a un hombre en una obra en Jersey City - The New York Times - https://ve42.co/NYTTapeMeasure

Video en Inglés del Canal @Veritasium: https://www.youtube.com/watch?v=16Ci_2bN_zc&t=1s

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#veritasiumenespañol

Вікно Еймса – це зображення, наприклад, на пласкому шматку картону, яке здається прямокутним вікном, але насправді є трапецією. Обидві сторони шматка картону мають однакове зображення. Картон підвішений вертикально на дроті, щоб він міг безперервно обертатися, або прикріплений до вертикальної осі, навколо якої неперервно обертається.
Під час обертання вікна здається, що обертання на мить зупиняється та змінює напрямок на протилежний. Тому воно не сприймається як безперервне обертання в одному напрямку, а натомість сприймається як коливання.
Кімната Еймса – приміщення неправильної форми, що використовується для створення тривимірної оптичної ілюзії. Була спроєктована американським офтальмологом Альбертом Еймсом в 1934 році й побудована в 1935 році.
Кімната Еймса побудована так, що спереду вона виглядає як звичайна кімната кубічної форми із задньою стінкою та двома боковими стінами, паралельними одна одній і перпендикулярними до горизонтальних площин підлоги і стелі. Проте дійсна форма кімнати трапецієподібна. [Wikipedia]

✅Текст читав: Андрій Горбунов (Lacuna)
✅Переклад, редагування, субтитрування: проєкт самоосвіти pre post, Віталій Шевчук (Цікава наука)

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© Оригінальне відео: https://www.youtube.com/watch?v=dBap_Lp-0oc
© Канал Veritasium: https://www.youtube.com/c/veritasium (з люб’язного дозволу автора)
© Researched and written by Petr Lebedev and Derek Muller
Filmed by Derek Muller and Raquel Nuno
Animations, VFX, and Music by Jonny Hyman
Ames Room VFX and additional Ames Window animation by Nicolas Pratt
© Derek Muller
#SciTube #ЦікаваНаука #WatchUA

References:
Ames, A., Jr. (1951). Visual perception and the rotating trapezoidal window. Psychological Monographs: General and Applied, 65(7), i–32. https://doi.org/10.1037/h0093600
Marcel de Heer & Thomas V. Papathomas (2017) The Ames Window Illusion and Its Variations
DOI:10.1093/acprof:oso/9780199794607.003.0014
Oross, Stephen, Francis, Ellie, Mauk, Deborah & Fox, Robert. (1987). The Ames Window Illusion: Perception of Illusory Motion by Human Infants. Journal of Experimental Psychology: Human Perception & Performance, 13(4), 609-613.
Behrens, R. (1987). The Life and Unusual Ideas of Adelbert Ames, Jr. Leonardo, 20(3), 273-279. doi:10.2307/1578173
Burnham, C., & Ono, H. (1969). Variables Altering Perception of the Rotating Trapezoidal Illusion. The American Journal of Psychology, 82(1), 86-95. doi:10.2307/1420609
Allport, G. W., & Pettigrew, T. F. (1957). Cultural influence on the perception of movement: The trapezoidal illusion among Zulus. The Journal of Abnormal and Social Psychology, 55(1), 104–113. https://doi.org/10.1037/h0049372
Zenhausern R. Effect of Perspective on Two Trapezoid Illusions. Perceptual and Motor Skills. 1969;28(3):1003-1009. doi:10.2466/pms.1969.28.3.1003

🔥Edureka Cybersecurity Online Training: https://www.edureka.co/cyberse....curity-certification
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About Edureka Cyber Security Training

Cybersecurity is the combination of processes, practices, and technologies designed to protect networks, computers, programs, data and information from attack, damage or unauthorized access.

Edureka’s Cybersecurity Certification Course will help you in learning about the basic concepts of Cybersecurity along with the methodologies that must be practiced ensuring information security of an organization. Starting from the Ground level Security Essentials, this course will lead you through Cryptography, Computer Networks & Security, Application Security, Data & Endpoint Security, idAM (Identity & Access Management), Cloud Security, Cyber-Attacks and various security practices for businesses.

------------------------------------------------

Why Learn Cyber Security?

Cybersecurity is the gathering of advances that procedures and practices expected to ensure systems, PCs, projects and information from assault, harm or unapproved get to. In a processing setting, security incorporates both cybersecurity and physical security, it is imperative since cyberattackers can without much of a stretch take and obliterate the profoundly grouped data of governments, defense offices and banks for which the results are huge so it is essential to have an appropriate innovation which an avoid digital wrongdoings.

---------------------------------------------------

Objectives of Edureka Cyber Security Course

This course is designed to cover a holistic & a wide variety of foundational topics of the cybersecurity domain which will be helpful to lead freshers as well as IT professional having 1 to 2 years of experience, into the next level of choice such as ethical hacking/ audit & compliance / GRC/ Security Architecture and so on.

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Who Should go for this Training?

Anyone having the zeal to learn innovative technologies can take up this course. Especially, students and professionals aspiring to make a career in the Cybersecurity technology. However, Cybersecurity Certification Course is best suited for the below mentioned profiles:-
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3. At the end of the training you will be working on a real time project for which we will provide you a Grade and a Verifiable Certificate!

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About the Course

Edureka's Python Online Certification Training will make you an expert in Python programming. It will also help you learn Python the Big data way with integration of Machine learning, Pig, Hive and Web Scraping through beautiful soup. During our Python Certification training, our instructors will help you:

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6. Understand the supervised and unsupervised learning and concepts of Scikit-Learn
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Programmers love Python because of how fast and easy it is to use. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging your programs is a breeze in Python with its built in debugger. Using Python makes Programmers more productive and their programs ultimately better. Python continues to be a favorite option for data scientists who use it for building and using Machine learning applications and other scientific computations.


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MIT How to Speak, IAP 2018
Instructor: Patrick Winston
View the complete course: https://ocw.mit.edu/how_to_speak

Patrick Winston's How to Speak talk has been an MIT tradition for over 40 years. Offered every January, the talk is intended to improve your public speaking ability in critical situations by teaching you a few heuristic rules.

0:16 Introduction
3:11 Rules of Engagement
4:15 How to Start
5:38 Four Sample Heuristics
10:17 The Tools: Time and Place
13:24 The Tools: Boards, Props, and Slides
36:30 Informing: Promise, Inspiration, How To Think
41:30 Persuading: Oral Exams, Job Talks, Getting Famous
53:06 How to Stop: Final Slide, Final Words
56:35 Final Words: Joke, Thank You, Examples

This video has been dubbed using an artificial voice via https://aloud.area120.google.com to increase accessibility.

The traditional Chinese captions courtesy of 高嘉宏. Used with permission. The captions are reviewed and edited by MIT OpenCourseWare. The simplified Chinese captions are by MIT OpenCourseWare.

License: Creative Commons BY-NC-SA
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