Week 10 Machine Learning Jul 10, 2019 Large Scale Machine Learning Try out the learning algorithm which much smaller sample size, and see if it suffers from high variance problem when small size is small. Only then...
Week 9 Machine Learning Jul 5, 2019 Anomaly detection Applications Fraud detection in e-commerce Manufacturing - help in quality assurance by finding anomalous components. Monitoring computers in data centers Algorithm Choosing parameters The algorithms works best if...
Week 4 Science Of Exercise Jul 3, 2019 Exercise in Medicine and diseases Sedentary lifestyle. Leads many diseases cancer, cardio vascular diseases. Sitting is harmful! Inactivity is risk factor for major chronic illnesses. Even moderate exercise is great...
Week 3 Science Of Exercise Jul 3, 2019 Fitness and performance Endurance training When you regularly exercise, body will adapt. 3-5 times a week, for few months. Adaptations depend on - frequency, intensity, duration, and type of exercise....
Week 8 Machine Learning Jul 1, 2019 Unsupervised learning Data does not have labels (y values) Clustering is a way to find structures with in data sets. Applications of clustering Market segmentation Astronomy Computer clusters Social network...
Week 3 Influencing People Jun 21, 2019 Developing Relationships Expand your network Find and meet people outside of your regular circle of contacts. One lunch per week with a colleague you don’t know. Join professional association or...
Week 6 Machine Learning Jun 17, 2019 Advice on machine learning If your machine learning algorithm is not working well, you can try following things. Get more training examples. Try smaller set of features. Additional features. Adding...
Week 2 Science Of Exercise Jun 14, 2019 Types of muscle systems Skeletal Cardiac/Heart. Smooth - muscles surrounding blood vessels. Skeletal muscles Types of contractions Isometric - no change in length. Planking. Concentric - muscle shortens. Curls, presses....
Week 3 Mathematical Thinking Jun 13, 2019 Quantifiers All mathematical quantifiers can be expressed in either there exists or for all. There exists There exists an object x having property P. Denoted by symbol - ∃ For...
Week 2 Influencing People Jun 12, 2019 Influencing and persuasion with out formal authority. Social proof Show examples of other doing similar to what you are proposing. Show others have succeeded in doing similar thing. Share testimonials....