The world generates data at an increasing pace. Consumers, sensors, or scientific experiments emit data points every day. In finance, business, administration and the natural or social sciences, working with data can make up a significant part of the job. Being able to efficiently work with small or large datasets has become a valuable skill.

The Python data analysis course will teach you data manipulation and cleaning techniques using the popular python pandas data science library.

Course Highlights

The course will cover  import/export of data, Series and DataFrame data types, and how to use functions such as groupby, merge, and pivot tables  for data aggregation.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant

HRD Corp Claimable Course for Employers Registered with HRD Corp

Course Code: M265

Topic 1 Data Preparation

• Data Analytics with Pandas

• Pandas DataFrame and Series

• Import and Export Data

• Filter and Slice Data

• Clean Data

Topic 2 Data Transformation

• Join Data

• Transform Data

• Aggregate Data

Topic 3 Data Visualization

• Data Visualization with Matplotlib and Seaborn

• Visualize Statistical Relationships with Scatter Plot

• Visualize Categorical Data with Bar Plot

• Visualize Correlation with Pair Plot and Heatmap

• Visualize Linear Relationships with Regression

Topic 4 Data Analysis

• Statistical Data Analysis

• Time Series Analysis