Programming is an essential skill in today's technology-driven world, offering the ability to solve complex problems, automate tasks, and create innovative software solutions. Python, a versatile and beginner-friendly language, is particularly significant due to its simplicity and extensive libraries, making it ideal for various applications from web development to data analysis. Machine learning, a subset of artificial intelligence, empowers computers to learn from data and make decisions or predictions without being explicitly programmed for each task. It is revolutionizing industries such as healthcare, finance, and transportation by enabling advanced data analytics, pattern recognition, and automation. Statistics is essential for data analysis, providing the tools to collect, analyze, interpret, and present data effectively. It enables informed decision-making, trend identification, and drawing meaningful conclusions. In programming and machine learning, statistics is crucial for developing models, validating algorithms, and ensuring accuracy. I specialize in teaching statistics, programming, Python, and machine learning from scratch to an advanced level. My approach ensures that even beginners can build a solid foundation, gradually advancing to tackle complex projects and real-world applications. Whether you are starting with the basics or looking to deepen your expertise, my courses are designed to equip you with the skills needed to excel in the fast-evolving tech landscape.