LinkedIn – Complete Guide to AI and Data Science for SQL: From Beginner to Advanced 2024-1

Complete Guide to AI and Data Science for SQL: From Beginner to Advanced. This course takes you from beginner to advanced level to use SQL in AI and data science. The course starts with basic concepts and gradually moves to more advanced topics. The instructor, Walter Shields, introduces you to the fundamentals of data science, AI, machine learning, and deep learning using video tutorials and hands-on challenges in the Codespace environment. It also covers topics such as statistics, probability, linear regression, data preparation, data exploration, and visualization. You will then learn how to build, evaluate, and interpret models. At the end of the course, you will apply the knowledge and skills you have acquired by completing a final project. This course is designed for those who want to use SQL in AI and data science projects.

What you will learn:

• Understand basic and advanced concepts of Data Science, AI, ML and DL
• Introduction to statistics and probability and their application in Data Science
• Learn the basics and advanced techniques of linear regression.
• Data preparation and exploration using various tools and techniques
• Data visualization to better understand patterns and relationships
• Data preprocessing to improve the performance of AI and ML models
• Building and evaluating AI and ML models
• Interpreting AI and ML models to extract valuable insights
• Complete a final project to demonstrate acquired skills.

Who is this course suitable for?

• People who want to learn how to use SQL alongside AI and Data Science.
• Beginners who want to enter the world of Data Science and AI.
• Developers and analysts who want to improve their skills in AI and Data Science.
• Anyone interested in understanding how data can be used to solve complex problems.

Course specifications Complete Guide to AI and Data Science for SQL: From Beginner to Advanced

• Publisher: LinkedIn
• Instructor: Walter Shields
• Training level: Advanced
• Training duration: 4 hours and 7 minutes

Course syllabus as of 2025/4

Course images

Sample course video

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Download file – 346 MB

File(s) password: www.downloadly.ir

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346 MB