Normally, Jupyter notebook only displays the last output of the cell; all others are ignored unless you use the print() function (for Python 3).
Jupyter only displays the following as the output:
3, the output for 1+2 gets totally ignored. The simple hack below will fix this.
from IPython.core.interactiveshell import InteractiveShell InteractiveShell.ast_node_interactivity = "all"
Basically, put the code above in the beginning of your notebook and voilà, all the output is printed.
Capability increased due to decreasing cost of data storage, cpu, and bandwidth.
Demand increased due to large amount of data being generated.
- Demand for talent
- “The future is so bright, Ada would need shades” – Joseph Burton
- Emerging subdisciplines
- Machine Learning Engineer
- Data Visualization Engineer
- Data Journalist
- Big Data Engineer
- Continued reduction in technical learning curve
- Automation around machine learning and data wrangling
- risk of discrimination in “Black Box” models
- machine learning can be used for bad as well as for good