Data Science- Project Management Methodology-CRISP-DM(2022)

Data Science- Project Management Methodology-CRISP-DM(2022) teaches you how to handle data-related projects in an organized way to increase your chances of success. Learn how data is supporting organizations in making well-informed data-driven decisions. For all industries and sectors, data is being considered as the new oil that keeps businesses ahead of the competition. Learn real-time Big Data Analytics applications and grasp the necessity for analytics through a use case. Also, get a high-level understanding of the best project management technique for Data Mining - CRISP-DM.

Learners will get an understanding of the CRISP-DM project management technique, which is used to manage Data Science and Artificial Intelligence projects from start to finish. Learn about all six steps of the model development process, including business understanding, data understanding, data preparation, data modeling, model evaluation, and model deployment. Learn about data collection, cleansing, preparation, munging, and wrapping, among other topics.

Learn about exploratory data analysis, which is the first step in churning the data. You'll also learn about statistical calculations, which are used to extract information from data, in this session. We'll start to learn how to conduct a descriptive analysis.

Discover what a continuous probability distribution is. Under normal conditions, understand the properties of a continuous random variable and its distribution. Statisticians have defined a variable as a standard to understand the properties of the standard variable and its distribution in order to identify the properties of a continuous random variable. You'll learn how to use a normal Q-Q plot to see if a continuous random variable follows a normal distribution and learn about the science underlying estimating a population's value using sample data.

Requirements:

• Knowledge of Data Science Basics is recommended but not mandatory.

Who this course is for:

• Data Science Beginners, Intermediate and Advanced users, Artificial Intelligence Beginners, Intermediate and Advanced users.

Subtitles: English
Udemy Rating: 4.0/5.0
Enroll here: https://www.udemy.com/course/data-science-project-management-methodology-crisp-dm/