Moudgilz > Courses > Advanced topics on Machine Learning and Artificial Intelligence with Python Advanced topics on Machine Learning and Artificial Intelligence with Python Advanced topics on Machine Learning and Artificial Intelligence with Python 0(0 ratings) 0 students enrolled Created by moudgil Last updated August 24, 2020 English Advanced Take this Course Course Content Expand All | Collapse All Lessons Status 1 Pre-requisites Basics of Programming with Python Basics math – matrices and Statistics Basics of Data Science and Visualization Introduction to Machine Learning and Artificial Intelligence with Python Minimum Hardware specs of device: 8GB ram, Webcam 2 Topics Working with High-Level APIs Neural Networks – CNN, RNN, RCNN Clustering Algorithms Working with Pretrained models Generating and working with Custom Numerical and Image Data Sets Create custom models and Fine-Tuning models 3 Projects MNIST Handwritten digit image classification on Live Video Numerical Data Classification and Prediction of a Cat and Mouse Single class classification of images Rock Paper Scissors game with Computer on Live Video Semantic Segmentation of an Image on Video 4 Outcomes Building custom data sets Understanding how to build, tune and predict using pre-trained models Understanding how to build, tune and predict using custom models Understanding of the approach to be taken to solve a given problem. 5 Modules Numpy Pandas Sklearn Tensorflow Keras OpenCV You may also like Introduction to Machine Learning and Artificial Intelligence with Python by moudgil CHF590.00 0(0 ratings) 20 HoursIntermediateEnglish Basics of Data Science and Visualization by moudgil ₹590 CHF 0(0 ratings) 15-20 HoursIntermediateEnglish Basics of Programming with Python by moudgil ₹590 CHF 0(0 ratings) 15-20 HoursBeginnerEnglish