Talk Python – Data Science Jumpstart with 10 Projects 2024-4

Descriptions

Data Science Jumpstart with 10 Projects, This course will empower you with the skills and tools to dive deep into data science using Python. We assume you have a foundational understanding of Python but not data science concepts. This course exposes you to the same tools that data scientists, data engineers, analysts use data to tackle real-world challenges. The best way to learn new data tooling techniques or library features is to try them out. Every key concept in this course comes with a practical section where you can dive in and get your hands dirty. Not just understanding the theory, but actually applying it, helps you get a true feel for the tools and techniques, and you’ll begin to see how you can integrate them into your own data projects. These hands-on exercises typically range from 10 to 20 minutes, ensuring you get immediate practice on what you’ve learned without it becoming too time-consuming.

What you’ll learn

• Delve into loading, cleaning, summarizing, and basic statistics with both CSV and Excel data.
• Master the art of combining and reshaping datasets to uncover hidden patterns in the Retail Data Insights project.
• Understand missing data handling, abnormal data recognition, and foundational machine learning techniques through Health Data Deep Dives.
• Create models to explore Air Quality Trends & Movie Reviews.
• Construct interactive dashboards using Plotly and explore SQL databases in the Interactive Dashboards & SQL Exploration section.
• Harness powerful libraries such as Pandas, Matplotlib, Plotly, and more.

Who this course is for

• For anyone passionate about unveiling data insights using Python. Whether you are a beginner just starting with data science or an intermediate learner aiming to solidify your understanding and get exposure to more libraries, this course has something for everyone.

Specificatoin of Data Science Jumpstart with 10 Projects

• Publisher : Talk Python
• Teacher : Talk Python
• Language : English
• Level : All Levels
• Number of Course : 104
• Duration : 3 hours and 13 minutes

Content of Data Science Jumpstart with 10 Projects

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