Explanation
Data Analysis in Python: NumPy & Pandas Masterclass This is a hands-on, project-based course designed to help you learn two of the most popular Python packages for data analysis: NumPy and Pandas. A NumPy primer to introduce methods. There we will dive into Pandas, and focus on the tools and methods necessary to explore, analyze, aggregate and transform data sequences and structures.
You will practice formatting data structures in charts and graphs, managing time series data, importing and exporting different file types, and integrating data structures using common integration methods. During the course you will play the role of a Data Analyst at Maven Mega Mart, a large, international company that operates retail chains and stores. Using the Python skills you learn during the course, you’ll work with Maven Mega Mart team members to analyze products, prices, transactions, and more.
What will you learn?
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Learn the essentials of NumPy and Pandas, two of Python’s most powerful data analysis packages
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Learn how to explore, transform, sum and join NumPy arrays and Pandas DataFrames
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Analyze and manipulate dates and times for time intelligence and time series analysis
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Visualize raw data using cheat sheets and standard charting options such as line charts, bar charts, scatter plots and histograms.
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Import and export flat files, Excel workbooks and SQL database tables using Pandas
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Build powerful and practical skills for modern analytics and business intelligence
Who is this course for?
- Analysts or BI professionals looking to learn NumPy and Pandas data analysis
- Aspiring data scientists who want to build or strengthen their Python skills
- Anyone interested in learning one of the most popular open source programming languages in the world
- Students looking to learn powerful skills, practical techniques with unique, hands-on projects and course presentations
Details of Data Analysis in Python: NumPy & Pandas Masterclass
The essence
Requirements
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I’ll be using Anaconda & Jupyter Notebooks (it’s a free, user-friendly coding environment)
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Basic knowledge of Python is strongly recommended, but not a strict requirement
Pictures
Sample Clip
Installation Guide
Extract files and watch your favorite player
Subtitle: English
Quality: 720p
Changes:
Version 2023/9 compared to 2022/7 has an increased duration of 12 minutes.
Download Links
Password file: www.downloadly.ir
file size
2.87 GB