Applied Machine Learning Training (Covers AI, ML, DL)
What is Machine Learning?
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data and thus perform tasks without explicit instructions.
Applied Machine Learning Course
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. The issue of dimensionality of data will be discussed, and the task of clustering data, as well as evaluating those clusters, will be tackled. Supervised approaches for creating predictive models will be described, and learners will be able to apply the scikit learn predictive modelling methods while understanding process issues related to data generalizability. The course will end with a look at more advanced techniques, such as building ensembles, and practical limitations of predictive models. Develop an understanding of AI & ML and its components with the PG Programme for working professionals in Artificial Intelligence & Machine Learning, Deep Learning.
Live Instructor LED Online Training
