Об этом курсе
4.5
Оценки: 1,042
Рецензии: 106
Специализация
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Начальный уровень

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Часов на завершение

Прибл. 6 часа на выполнение

Предполагаемая нагрузка: 3 weeks of study, 2 - 3 hours/week...
Доступные языки

Английский

Субтитры: Английский
Специализация
100% онлайн

100% онлайн

Начните сейчас и учитесь по собственному графику.
Гибкие сроки

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Начальный уровень

Начальный уровень

Часов на завершение

Прибл. 6 часа на выполнение

Предполагаемая нагрузка: 3 weeks of study, 2 - 3 hours/week...
Доступные языки

Английский

Субтитры: Английский

Программа курса: что вы изучите

Неделя
1
Часов на завершение
3 ч. на завершение

From Problem to Approach and From Requirements to Collection

In this module, you will learn about why we are interested in data science, what a methodology is, and why data scientists need a methodology. You will also learn about the data science methodology and its flowchart.You will learn about the first two stages of the data science methodology, namely Data Requirements and Data Understanding. Finally, through a lab session, you will learn how to complete the Business Understanding and the Analytic Approach stages as well Data Requirements and Data Collection stages pertaining to any data science problem. ...
Reading
5 videos (Total 19 min), 1 материал для самостоятельного изучения, 4 тестов
Video5 видео
Welcome3мин
Business Understanding5мин
Analytic Approach3мин
Data Requirements3мин
Data Collection2мин
Reading1 материал для самостоятельного изучения
Syllabus10мин
Quiz2 практического упражнения
From Problem to Approach10мин
From Requirements to Collection10мин
Неделя
2
Часов на завершение
3 ч. на завершение

From Understanding to Preparation and From Modeling to Evaluation

In this module, you will learn what it means to understand data, and prepare or clean data. You will also lean about the purpose of data modeling and some characteristics of the modeling process. Finally, through a lab session, you will learn how to complete the Data Understanding and the Data Preparation stages as well as the Modeling and the Model Evaluation stages pertaining to any data science problem....
Reading
6 videos (Total 21 min), 1 материал для самостоятельного изучения, 4 тестов
Video6 видео
Data Preparation - Concepts3мин
Data Preparation - Case Study4мин
Modeling - Concepts2мин
Modeling - Case Study3мин
Evaluation3мин
Reading1 материал для самостоятельного изучения
Correction10мин
Quiz2 практического упражнения
From Understanding to Preparation10мин
From Modeling to Evaluation10мин
Неделя
3
Часов на завершение
3 ч. на завершение

From Deployment to Feedback

In this module, you will learn about what happens when a model is deployed and why model feedback is important. Also, by completing a peer-reviewed assignment, you will demonstrate your understanding of the data science methodology by apply it to a problem that you define....
Reading
3 videos (Total 10 min), 1 материал для самостоятельного изучения, 2 тестов
Video3 видео
Deployment3мин
Feedback3мин
Course Summary3мин
Reading1 материал для самостоятельного изучения
IBM Digital Badge2мин
Quiz1 практическое упражнение
From Deployment to Feedback20мин
4.5
Рецензии: 106Chevron Right

Лучшие рецензии

автор: SJAug 9th 2018

This is my favourite in the series, the 10 questions to be answered were mind opening. The repetition after every video makes easier for important points to stick to the brain. Very good indeed...

автор: ACNov 3rd 2018

Didactic course, supported with the assignment to conclude, gives you an understanding of the data science methodology, meticulously. I'll give it a 5-star!!

Преподавателя

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network
Avatar

Polong Lin

Data Scientist
IBM Developer Skills Network

О IBM

IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame....

О специализации ''IBM Data Science Professional Certificate'

Data Science has been ranked as one of the hottest professions and the demand for data practitioners is booming. This Professional Certificate from IBM is intended for anyone interested in developing skills and experience to pursue a career in Data Science or Machine Learning. This program consists of 9 courses providing you with latest job-ready skills and techniques covering a wide array of data science topics including: open source tools and libraries, methodologies, Python, databases, SQL, data visualization, data analysis, and machine learning. You will practice hands-on in the IBM Cloud using real data science tools and real-world data sets. It is a myth that to become a data scientist you need a Ph.D. This Professional Certificate is suitable for anyone who has some computer skills and a passion for self-learning. No prior computer science or programming knowledge is necessary. We start small, re-enforce applied learning, and build up to more complex topics. Upon successfully completing these courses you will have done several hands-on assignments and built a portfolio of data science projects to provide you with the confidence to plunge into an exciting profession in Data Science. In addition to earning a Professional Certificate from Coursera, you will also receive a digital Badge from IBM recognizing your proficiency in Data Science. LIMITED TIME OFFER: Subscription is only $39 USD per month for access to graded materials and a certificate....
IBM Data Science Professional Certificate

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