課程信息
565,679 次近期查看

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為10 小時

建議:This course requires approximately two hours a week for six weeks....

英語(English)

字幕:英語(English), 韓語, 土耳其語(Turkish), 阿拉伯語(Arabic)

您將獲得的技能

Predictive ModellingPython ProgrammingData AnalysisData Visualization (DataViz)Model Selection

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為10 小時

建議:This course requires approximately two hours a week for six weeks....

英語(English)

字幕:英語(English), 韓語, 土耳其語(Turkish), 阿拉伯語(Arabic)

學習Professional Certificate的學生是

  • Data Analysts
  • Data Scientists
  • Risk Managers
  • Business Analysts
  • Biostatisticians

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

Importing Datasets

5 個視頻 (總計 15 分鐘), 6 個測驗
5 個視頻
Understanding the Data2分鐘
Python Packages for Data Science2分鐘
Importing and Exporting Data in Python4分鐘
Getting Started Analyzing Data in Python4分鐘
5 個練習
Understanding the Data4分鐘
Python Packages for Data Science4分鐘
Importing and Exporting Data in Python4分鐘
Getting Started Analyzing Data in Python4分鐘
Importing Datasets16分鐘
2
完成時間為 2 小時

Data Wrangling

6 個視頻 (總計 19 分鐘), 6 個測驗
6 個視頻
Dealing with Missing Values in Python5分鐘
Data Formatting in Python3分鐘
Data Normalization in Python3分鐘
Binning in Python1分鐘
Turning categorical variables into quantitative variables in Python2分鐘
5 個練習
Dealing with Missing Values in Python6分鐘
Data Formatting in Python4分鐘
Data Normalization in Python4分鐘
Turning categorical variables into quantitative variables in Python4分鐘
Data Wrangling12分鐘
3
完成時間為 2 小時

Exploratory Data Analysis

6 個視頻 (總計 18 分鐘), 6 個測驗
6 個視頻
Descriptive Statistics4分鐘
GroupBy in Python3分鐘
Correlation2分鐘
Correlation - Statistics2分鐘
Analysis of Variance ANOVA3分鐘
5 個練習
Descriptive Statistics4分鐘
GroupBy in Python4分鐘
Correlation4分鐘
Correlation - Statistics4分鐘
Exploratory Data Analysis14分鐘
4
完成時間為 2 小時

Model Development

6 個視頻 (總計 26 分鐘), 6 個測驗
6 個視頻
Linear Regression and Multiple Linear Regression6分鐘
Model Evaluation using Visualization4分鐘
Polynomial Regression and Pipelines4分鐘
Measures for In-Sample Evaluation3分鐘
Prediction and Decision Making5分鐘
5 個練習
Linear Regression and Multiple Linear Regression4分鐘
Model Evaluation using Visualization4分鐘
Polynomial Regression and Pipelines4分鐘
Measures for In-Sample Evaluation4分鐘
Model Development15分鐘
4.6
650 個審閱Chevron Right

42%

完成這些課程後已開始新的職業生涯

41%

通過此課程獲得實實在在的工作福利

來自使用 Python 进行数据分析的熱門評論

創建者 RPApr 20th 2019

perfect for beginner level. all the concepts with code and parameter wise have been explained excellently. overall best course in making anyone eager to learn from basics to handle advances with ease.

創建者 OAJul 13th 2018

I have been looking for a very non-complicated course on data analysis and I hit the Jackport with this course! Very simplified and explanatory. You should definitely take the course

講師

Avatar

Joseph Santarcangelo

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

關於 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....

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