Complete Data Analyst Training: Python, NumPy, Pandas, Data Collection, Preprocessing, Data Types, Data Visualization

What you'll learn

The course provides the complete preparation you need to become a data analyst
Fill up your resume with in-demand data skills: Python programming, NumPy, pandas, data preparation - data collection, data cleaning, data preprocessing, data visualization; data analysis, data analytics
Acquire a big picture understanding of the data analyst role
Learn beginner and advanced Python
Study mathematics for Python
We will teach you NumPy and pandas, basics and advanced
Be able to work with text files
Understand different data types and their memory usage
Learn how to obtain interesting, real-time information from an API with a simple script
Clean data with pandas Series and DataFrames
Complete a data cleaning exercise on absenteeism rate
Expand your knowledge of NumPy – statistics and preprocessing
Go through a complete loan data case study and apply your NumPy skills
Master data visualization
Learn how to create pie, bar, line, area, histogram, scatter, regression, and combo charts
Engage with coding exercises that will prepare you for the job
Practice with real-world data
Solve a final capstone project