DATA TALK EP1 - DS MASTER COURSE, DATA SCIENCE PYTHON TOOLS BASIC INTRO

Опубликовано: 15 Сентябрь 2024
на канале: Learn by Doing with Steven

DATA TALK EP1 - DS MASTER COURSE, DATA SCIENCE PYTHON TOOLS BASIC INTRO
#DATA, #TALK, #EP1, #DS, #MASTER, #COURSE, #DATA, #SCIENCE, #PYTHON, #TOOLS #datascience

[Introduction to Data Science & Tools for Beginners | Data Talk Series]

In this episode of *Data Talk**, the presenter introduces a new podcast series focused on **data science**, covering topics from **basic data analytics tools* to more advanced concepts like *machine learning* and **statistical learning**. Key highlights include:

1. **Overview of Data Science**: Explanation of how data science integrates with various industries, including business analytics.
2. **Master Course Structure**: A look at a typical data science master's course and its relevance to business and technology.
3. *Essential Data Science Tools**: A beginner's guide to popular Python libraries like **NumPy**, **Pandas**, and **Matplotlib* for data processing, visualization, and model building.
4. **Hands-on Example**: Step-by-step walkthrough of a simple **linear regression model**, showcasing data preparation, visualization, and evaluation techniques.

The episode sets the stage for future discussions on data science tools and invites guest professionals to share real-world applications.

1. Introduction to Data Talk Podcast: 00:00
2. Overview of Data Science Curriculum: 01:04
3. Data Science, Machine Learning, and AI Overview: 02:06
4. Difference Between Business Analytics and Computer Science: 03:40
5. Importance of Python in Data Science: 04:42
6. Introduction to Python Packages for Data Science: 06:02
7. Importing Libraries and Tools for Data Analysis: 06:46
8. Data Preparation with SKLearn Datasets: 07:26
9. Visualizing and Correlating Data: 08:48
10. Data Processing and Splitting for Model Training: 09:51
11. Running a Linear Regression Model: 11:00
12. Conclusion and Future Episodes Preview: 12:30

На этой странице сайта вы можете посмотреть видео онлайн DATA TALK EP1 - DS MASTER COURSE, DATA SCIENCE PYTHON TOOLS BASIC INTRO длительностью часов минут секунд в хорошем качестве, которое загрузил пользователь Learn by Doing with Steven 15 Сентябрь 2024, поделитесь ссылкой с друзьями и знакомыми, на youtube это видео уже посмотрели 60 раз и оно понравилось 3 зрителям. Приятного просмотра!

994