Data Science projects

With Python https://www.python.org/

Pandas for Data Cleaning https://pandas.pydata.org/

for Numpy refer https://numpy.org/

only numerical analysis, no string methods in Numpy

matplotlib.pyplot for Visualization https://matplotlib.org/

seaborn for advanced visualization https://seaborn.pydata.org/

Jupyter Notebook for project creation https://jupyter.org/

Sources

• https://dataquest.io
• https://app.datacamp.com/
• https://learn.365datascience.com/
• https://apps.cognitiveclass.ai/learning/course/course-v1:CognitiveClass+PY0101EN+v3/home
• https://cognitiveclass.ai/learn/data-science-essentials
• https://udemy.com
• https://coursera.org