Business Analytics With Python
Instructor-led Cloud Security Alliance-aligned training in Business Analytics With Python. Delivered live online by senior practitioners, with hands-on labs and a final assessment. Includes an Skilvi course-completion certificate.
Overview
In the Business Analytics With Python course, you will explore the essential techniques and tools for analyzing business data using Python programming. This course is crucial for professionals seeking to leverage data-driven insights to enhance decision-making and drive business growth.
What you'll learn
- You will be able to utilize Python libraries for data manipulation and analysis.
- You will be able to create visualizations to represent data effectively.
- You will be able to apply statistical methods to interpret data trends.
- You will be able to implement machine learning algorithms for predictive analytics.
- You will be able to automate data collection and processing tasks using Python.
- You will be able to communicate analytical findings through comprehensive reports.
Curriculum
7 modules · outline is indicative and can be tailored to your team.
1Introduction to Business Analytics
- Understanding the role of analytics in business
- Overview of Python for data analysis
- Key concepts in statistics and data science
2Data Manipulation with Pandas
- Working with DataFrames and Series
- Data cleaning and preparation techniques
- Merging and aggregating datasets
3Data Visualization with Matplotlib and Seaborn
- Creating basic plots and charts
- Customizing visualizations for clarity
- Visualizing complex datasets effectively
4Statistical Analysis and Hypothesis Testing
- Descriptive and inferential statistics
- Conducting hypothesis tests
- Interpreting p-values and confidence intervals
5Introduction to Machine Learning
- Understanding supervised vs. unsupervised learning
- Implementing regression and classification models
- Evaluating model performance and accuracy
6Automating Data Workflows
- Using Python scripts for automation
- Scheduling and running automated tasks
- Integrating APIs for data retrieval
7Communicating Insights
- Creating reports and dashboards
- Best practices for data storytelling
- Presenting findings to stakeholders
Prerequisites
No prior experience required.
Who should attend
This course is ideal for data analysts, business analysts, and professionals looking to enhance their data analytics skills.
Certification
Prepares you for the official Cloud Security Alliance certification exam.
Skilvi is an independent training provider and is not affiliated with, or endorsed by, Cloud Security Alliance. Trademarks are the property of their respective owners.
Frequently asked questions
What is the delivery format of the course?
The course is instructor-led and conducted live online.
How long is the course?
The course typically spans over 6 weeks with weekly sessions.
Will I receive a certificate upon completion?
Yes, you will receive an Skilvi course-completion certificate.
Are exam vouchers included?
Exam vouchers are available through authorized channels on request.
Do I need to have prior programming experience?
No, prior programming experience is not required.
What tools will I need for this course?
You will need a computer with Python installed, along with access to the internet for online sessions.
Pricing on request
- Live online (VILT)
- 24–32 hours
- Hands-on labs & assignments
- Skilvi completion certificate
- Exam voucher on request
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