Course DescriptionThis course provides an opportunity to apply machine learning skills to a project practically. You will apply machine learning and artificial intelligence to solve problems, leverage opportunities and build a basic AI scenario.
- Solve challenging problems with AI by identifying opportunities, designing and improving product development.
- Apply principles, algorithms and application of ML/AI.
- Use data structures for manipulations.
- Solve meaningful problems using deep learning algorithms like TensorFlow(TF), Convolutional Neural Network(CNN), Long Short Term Memory (LSTM).
- Use classification and regression techniques for ML modelling.
- Solve practical problems in computer vision, natural language processing and time series.
- Utilize supervised and unsupervised learning algorithms and models, including boost, random forest, logistic regression and KNN.
- Utilize mlOS and similar machine learning platforms to solve meaningful problems.