Panashe Taruwinga
Panashe hold a B.Sc. in Computer Science and is a tech enthusiast, combining experience and interest in machine learning and Artificial Intelligence. Through his passion for leveraging technological advances in AI, Panashe’s life-goal is to equip youth in developing countries with AI skills while assisting small businesses to leverage on data and technology to improve operational throughput. While Panashe leads by example he’s here to lead development of model back-ends for businesses that last. Panashe is an expert at Python, Java, Webflow, web-scraping, AI and machine learning.
Lessons
Logistic Regression
Logistic Regression: Explore the intricacies of Logistic Regression at Impact Design Academy. Delve into this popular statistical modeling technique used for predicting binary outcomes and understanding the relationship between variables. Gain a deep understanding of the logistic function, odds ratios, and maximum likelihood estimation. Discover how Logistic Regression is applied in various domains, such as healthcare, marketing, and finance. Join us to enhance your data analysis skills and uncover valuable insights through this comprehensive exploration of Logistic Regression.
K-Nearest Neighbors (KNN) Algorithm
K-Nearest Neighbors (KNN) Algorithm: Uncover the power of the K-Nearest Neighbors Algorithm at Impact Design Academy. Delve into this versatile machine learning technique that utilizes proximity-based classification and regression. Learn how KNN operates by identifying the "k" nearest data points to make predictions or identify patterns. Understand the importance of choosing the right value for "k" and explore different distance metrics. Discover the practical applications of KNN in various fields, including image recognition, recommender systems, and anomaly detection.
