One Small Step for Machine Learning
Can Machine Learning help us Understand ourselves better?
Hyperparameter optimization is a big part of deep learning. The reason is that neural networks are notoriously difficult to configure and there are a lot of parameters that need to be set. On top of that, individual models can be very slow to train. In this post you will discover how you can use the grid search capability from the scikit-learn python machine learning library to tune the hyperparameters of Keras deep learning models.
Types of ETFs
ETFs that mirror indices like the stock or bond market have attracted by far the most investment from individual investors. A particularly popular way for investors to own a small stake of the American economy is to invest in ETFs that seek to mirror the S&P 500, an index of the 500 publicly-traded American companies with the highest market capitalizations. Since the S&P 500 naturally favors the largest companies, those who seek to diversify their equity with smaller companies may consider ETFs that track, say, the S&P 400, or the Russell 2000, which track, respectively, midcap and smaller publicly traded companies.
How To Buy ETFs
ETFs that mirror indices like the stock or bond market have attracted by far the most investment from individual investors. A particularly popular way for investors to own a small stake of the American economy is to invest in ETFs that seek to mirror the S&P 500, an index of the 500 publicly-traded American companies with the highest market capitalizations. Since the S&P 500 naturally favors the largest companies, those who seek to diversify their equity with smaller companies may consider ETFs that track, say, the S&P 400, or the Russell 2000, which track, respectively, midcap and smaller publicly traded companies.
ETFs that mirror indices like the stock or bond market have attracted by far the most investment from individual investors. A particularly popular way for investors to own a small stake of the American economy is to invest in ETFs that seek to mirror the S&P 500, an index of the 500 publicly-traded American companies with the highest market capitalizations. Since the S&P 500 naturally favors the largest companies, those who seek to diversify their equity with smaller companies may consider ETFs that track, say, the S&P 400, or the Russell 2000, which track, respectively, midcap and smaller publicly traded companies.