Description
Basic Python for Data Management, Finance, and Marketing
1. Getting started with Python- Variables and numeric data types - Python containers to hold our data- Definite loops- Building a mortgage calculator
2. Writing your own Python scripts- Custom functions- Indefinite loops- Immutable containers - tuples- Pseudo code to problem solving
3. Extending Excel with Python- Dictionaries- Reading and writing csv files with Python- CSV and Urllib modules
4. Data Analysis with NumPy and Pandas- NumPy as an extension of Python - Series and DataFrame- Manipulate and plot data with Pandas
5. Solving common problems with Pandas - Concatinate and merge datasets
- Group by keys- How to use logic in Pandas
6. Gathering data with Python- Web Scraping with Python - Reading PDF files with Python- Cleaning data- Storing data
7. Building predictive models - User authentication- Linear reression- K-nearest- CART - decision tree- Matplotlib to plot data
8. Automating tasks with Python- Sending emails- Deploying your script to a server- Running tasks at specific time
Author: Art Yudin
Publisher: Apress
Published: 09/28/2021
Pages: 240
Binding Type: Paperback
Weight: 1.03lbs
Size: 9.21h x 6.14w x 0.70d
ISBN13: 9781484271889
ISBN10: 1484271882
BISAC Categories:
- Computers | Languages | Python
1. Getting started with Python- Variables and numeric data types - Python containers to hold our data- Definite loops- Building a mortgage calculator
2. Writing your own Python scripts- Custom functions- Indefinite loops- Immutable containers - tuples- Pseudo code to problem solving
3. Extending Excel with Python- Dictionaries- Reading and writing csv files with Python- CSV and Urllib modules
4. Data Analysis with NumPy and Pandas- NumPy as an extension of Python - Series and DataFrame- Manipulate and plot data with Pandas
5. Solving common problems with Pandas - Concatinate and merge datasets
- Group by keys- How to use logic in Pandas
6. Gathering data with Python- Web Scraping with Python - Reading PDF files with Python- Cleaning data- Storing data
7. Building predictive models - User authentication- Linear reression- K-nearest- CART - decision tree- Matplotlib to plot data
8. Automating tasks with Python- Sending emails- Deploying your script to a server- Running tasks at specific time
Author: Art Yudin
Publisher: Apress
Published: 09/28/2021
Pages: 240
Binding Type: Paperback
Weight: 1.03lbs
Size: 9.21h x 6.14w x 0.70d
ISBN13: 9781484271889
ISBN10: 1484271882
BISAC Categories:
- Computers | Languages | Python
About the Author
Art Yudin is a FinTech enthusiast who has a great passion for coding and teaching. He earned a Master of Science in Banking and Finance from Adelphi University, Garden City, New York. Mr. Yudin previously held asset management positions with international financial institutions such as Merrill Lynch and Allianz Investments. Currently, Art Yudin develops FinTech software for well known financial giants. Art Yudin has founded Practical Programming in New York. Practical Programing is a Python bootcamp. Art leads classes and workshops in Python at Practical Programming in New York and Chicago.