A Data Science Story: We are in High Demand

Data scientists are “big data” wranglers, gathering and analyzing large sets of structured and unstructured data. A data scientist’s role combines computer science, statistics, and mathematics.  Data scientists are in high demand. They analyze, process, and model data then interpret the results to create actionable plans for companies and other organizations.

“Data scientists are anomaly spotters”, said Dr. Steven C. Lindo, Chairman & CEO of SpringBoard Incubators Inc. Meaning that they follow a technique for Exploratory Data Analysis (or EDA). This method uses data visualizations techniques to look for outliers in datasets.

At SpringBoard, our Data Science workshops use the Python programming language for data analysis. We use it natively or with platforms like Google Colab or Jupyter IPython.

Python is perfect for scientific computing, here are the main components you will learn to use at SpringBoard:

  • Basic Python: Basic data types (Containers, Lists, Dictionaries, Sets, Tuples), Functions, Classes
  • Numpy: Arrays, Array indexing, Datatypes, Array math, Broadcasting
  • Matplotlib: Plotting, Subplots, Images
  • Pandas: Data analysis methods and tools.
  • IPython or Colab: Creating notebooks, Typical workflows

Our next blog in “A Data Science Story” will use these tools to provide insights into census data from surrounding villages in Nassau County.


I Just Want To Learn

Knowledge is understanding gained through learning or experience. You read a recipe to gain knowledge about baking rhubarb pie. When it burns in the oven, experience gives you the knowledge that you need to stop doing three things at once. Fields like biology, math, art, medicine, and others have huge bodies of knowledge. Knowledge can mean information and also deeper understanding. You can use this word as a disclaimer too, as in “To my knowledge, my sister walked the dog.” – source https://www.vocabulary.com/dictionary/knowledge

Learning leads to awareness but the most important thing is the knowledge that we gain. The definition of knowledge above, can be summarized this way. Awareness.

Today we have a very advanced technology at our finger tips. If we need some type of information we can quickly find it online. We also have the ability to read, communicate, ask, and above all discover to do something new every day.

I want to learn because …

I want to be a person full of knowledge. I want to continue learning until I can’t no more! I want to able to help other people and to continue sharpening my reasoning and problem solving skills. Thanks to Dr. Steven Lindo for his teachings, for motivating us and, for being a fantastic person. Make the most out of your summer and learn!

By Tuly Reyes