How I Became A Data Scientist With No Experience: The Story Of How A Unilag Undergraduate Became A Chief Data Scientist In America
Read! Get inspired!!
Invest in self
‘‘Growth
must be intentional – nobody improves by accident’’ – John Maxwell.
Take
responsibility to acquire relevant and cognate knowledge by reading, studying,
taking online courses, and researching.
These
basic courses will enhance your intellectual capacity:
ü Data Science Foundations:
ü Introduction to Computer
Science:
·
CS50’s Introduction to Computer
Science CS50
ü Programming:
·
How to Use Python: Your First Steps
·
Python
for Everybody - Full University Python Course
·
Programming for Data Science with
Python
·
R
101
ü Statistics and Probability:
ü Mathematics:
·
Mathematics for Data Science
Specialization
ü SQL:
·
SQL Tutorial - Full Database Course for Beginners -
YouTube
·
SQL
with MySQL – Complete Tutorial
ü Machine Learning:
·
Andrew Ng’s Machine Learning on Coursera
·
Fast.ai
Machine Learning Course
Develop vital skills (Build capacity)
‘‘It
is the capacity to develop and improve their skills that distinguishes leaders
from followers’’ – Warren Bennis and Bert Namis.
Another
secret of success in the journey of Data Science is acquisition of essential
skills.
Some
of the hands on soft and hard skills critical to success are:
ü Soft
skills: Willingness
to learn, Adaptability, Problem-solving, Creativity, Team work, Effective
communication, Dependability, Organization, and Integrity.
ü Hard
skills: Data
Cleaning and Interpretation, Data Mining, Programming Languages (Python, SQL),
Tableau, Power BI, MS Office Suite, Flask, HTML, Regression (Linear,
Multi-Linear, Logistic, Polynomial, SVR, Random Forest), Classification (K-NN,
SVM, Random Forest, Naïve Bayes), Clustering (K-Means, Hierarchical), Gradient
Boosting.
Get
Exposed! Gain Evaluated Experience!!
It is imperative to know how Data Science works in the
corporate world.
ü Be
an intern
·
Data Analytics Consulting Virtual
Internship - KPMG
ü Do
Projects: Embark on projects that will add value to your pursuit.
·
Covid-19 Data Analysis and Visualization
·
The San Francisco Crime Classification
Remember: ‘‘Don’t
just build projects, showcase it’’
ü Go
for rich contents
Follow,
Subscribe, and Learn!
ü Participate in Data Science
Competitions
·
Zindi
·
Kaggle
Get Connected!! Be mindful: ‘‘Your NET
WORTH is a function of your NETWORK’’.
ü Professional Connections: Build healthy and mutual relationship with professiona
Be part of these Data Science Communities – Network! Network!! Network!!!
·
Data Science
Technology and Corporation
Market Yourself Strategically
ü Create and maintain a positive digital presence.
ü Have a professional portfolio that tells your story.
ü Talk your crafts with others on the same level and higher levels than you.
Get started!!! See you at the top.
I have bookmarked this for repeated reading.
ReplyDeleteThanks for this story.
I'll share mine someday
Superb 👌
ReplyDeleteI love this
ReplyDelete