[GET] Become Data Scientist: A-Z Course in Python and ChatGPT

[Archon]

Master the Data Science Universe: A Comprehensive Hands-On Course Covering the A-Z of Data Science Workflow in Python

What you'll learn:

- Gain a profound understanding of the core concepts and principles of data science, including its role, importance, and applications in various industries.
- Acquire the skills to clean raw data effectively, covering techniques for handling missing values, addressing different data types, and managing outliers etc.
- Master data manipulation by learning essential techniques such as sorting, filtering, merging, concatenating, and others using Python's pandas library.
- Learn exploratory data analysis techniques include frequencies, percentages, group-by operations, pivot tables, crosstabulation, and variable relationships.
- Dive into the world of data preprocessing with hands-on experience in feature engineering, selection, and scaling to prepare datasets for ML models.
- Apply your knowledge through a series of practical projects, reinforcing your understanding of each step in the data science workflow.
- Develop expertise in building and evaluating supervised regression models, including linear regression, random forest, decision tree, xgboost, and more.
- Gain practical skills in deploying supervised classification models, covering algorithms such as logistic regression, random forest, KNN, and lightgbm.
- Explore the world of unsupervised learning by understanding and implementing clustering models like KMeans and DBSCAN for uncovering hidden patterns in data.
- Become proficient in using essential Python libraries for data science, including pandas, numpy, seaborn, matplotlib, scikit-learn, and scipy.
- Test your knowledge and reinforce your learning through a series of seven-layered quizzes that cover various aspects of the data science workflow.
- Experience the integration of ChatGPT to rise your understanding of data science applications through interactive conversations and real-world problem-solving.
- Learn how to communicate your findings effectively, translating complex data science results into clear and actionable insights for stakeholders.
- Kickstart a career in data science, with a well-rounded understanding of the complete data science workflow and the ability to tackle real-world challenges

This course includes:
8 hours on-demand video
15 articles
19 downloadable resources

Rating: 4.5 out of 5
Created by: Md Shahriar


https://www.udemy.com/course/data-science-full-course-all-in-one/?couponCode=5731D15F38B075F116D7

Enjoy my awesome friends!!