Description
Data Analysis with Python is a Python data analysis course published by Coursera Academy and the International Business Machinery Corporation (IBM). Python is a high-level, multi-purpose programming language used in a variety of technology industries and disciplines, such as web application design, artificial intelligence, machine learning, and, most importantly, raw data analysis. At the beginning of this course, and before beginning the specialized and theoretical topics of data analysis, you will become familiar with the principles and syntax of the Python programming language, and then you will learn more specialized topics. Among the most important topics of this course are different types of data, datatypes, preparation of raw and gross data for analysis, data processing, performing simple analytical and statistical operations on various data, visualization of data in semantic graphic formats, forecasting He pointed out the future trend of an information collection and so on.
What you will learn in Data Analysis with Python
- Import raw and raw datasets and prepare them to start the analysis process
- Initial sorting and purification of data
- Modify and edit different data frames
- Summarize various data and machine conclusions
- Build different regression models for machine learning based systems
- Construction of data pipelines
Course Specifications
Publisher: Coursera
Instructors: Joseph Santarcangelo
Language: English
Level: Beginner
institution/university: IBM
Duration: Approx. 15 hours
Courses Topics:
Week 1
Importing Datasets
Week 2
Data Wrangling
Week 3
Exploratory Data Analysis
Week 4
Model Development
Week 5
Model Evaluation
Week 6
Final Assignment
Pictures
Data Analysis with Python Introduction Video
Installation Guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Download Links
File password (s): www.downloadly.ir
Size
141 MB