Welcome to this project-based course SQL Window Functions for Analytics. This is a hands-on project that will help SQL users use window functions extensively for database insights. In this project, you will learn how to explore and query the project-db database extensively. We will start this hands-on project by retrieving the data in the table in the database. By the end of … [Read more...] about SQL Window Functions for Analytics
Data Analysis
Exploratory Data Analysis & Core ML Algorithms
In this course, you'll dive deep into Exploratory Data Analysis (EDA) techniques and core machine learning algorithms. You'll learn how to analyze, visualize, and preprocess data, which are essential steps for building effective machine learning models. By the end of the course, you will have a solid understanding of key algorithms like linear regression, logistic regression, … [Read more...] about Exploratory Data Analysis & Core ML Algorithms
Advanced Machine Learning and Deep Learning
This advanced machine learning and deep learning course provides a robust foundation in these transformative technologies. Starting with an overview of deep learning, you'll explore its core concepts, real-world applications, and significance in AI's evolution. Practical aspects include neural network layers, activation functions, and performance metrics in model evaluation. … [Read more...] about Advanced Machine Learning and Deep Learning
Statistics & Mathematics for Data Science & Data Analytics
This course equips you with essential statistical and mathematical tools to become proficient in data science and analytics. You will learn key concepts in descriptive statistics, probability theory, regression analysis, hypothesis testing, and more. By the end of the course, you will have a deep understanding of how statistical methods can be applied to solve real-world data … [Read more...] about Statistics & Mathematics for Data Science & Data Analytics
Data Management with SQL
In this course, you'll dive deep into SQL and its role in managing and analyzing data efficiently. By the end, you'll be able to design databases, retrieve data, and optimize queries, preparing you for practical database management tasks. You'll start by learning fundamental concepts, including what SQL and databases are, and why they are vital in modern data management. You'll … [Read more...] about Data Management with SQL
