Course Overview
This Data Scientist course, delivered by
Simplilearn in collaboration with IBM, will help you advance your career in
data science by providing you with real-world data science training and skills.
This online data science course provides
extensive training on the most in-demand data science and machine learning
skills, as well as hands-on experience with key tools and technologies such as
Python, R, Tableau, and machine learning concepts. Be a data science expert by
delving into all aspects of data interpretation and mastering high-level
technologies such as machine learning and programming skills.
Students will have the opportunity to
participate in an integrated blended learning approach involving live
interaction masterclasses and practical projects designed by IBM experts,
preparing them to be job ready as data scientists in the industry.
What you will learn
You will learn the
following skills in this Data Scientist course:
•
Learn
about data structure and data manipulation in depth.
•
Recognize
and apply linear and nonlinear regression models, as well as classification
techniques, for data analysis.
•
Learn
about supervised and unsupervised learning models like linear regression,
logistic regression, clustering, dimensionality reduction, K-NN, and pipelines.
•
Use
the SciPy package and its sub-packages such as Integrate, Optimise, Statistics,
IO, and Weave to perform scientific and technical computing.
•
Learn
about mathematical computing with the NumPy and Scikit-Learn packages.
•
Learn
about recommendation engines and time series modeling, as well as the
principles, algorithms, and applications of machine learning.
•
Learn
how to use Tableau to analyze data and create interactive dashboards.
You will gain the
following interpersonal skills along the way:
•
Stakeholder
management
•
Decision
making
•
Strong
Communication Skills
•
Analytical
thinking
Course Structure
Our online Data
Scientist course is a comprehensive and extensive course that, when completed,
demonstrates your extensive knowledge and industry-related training in the data
science field. Working on various simulations, real-world projects, and case
studies throughout this course will provide you with applied knowledge and
hands-on skills. The course outline is provided below.
Who is this course
for?
Professionals who want
to succeed in this online Data Scientist course should have:
•
Foundational
understanding of data analytics
•
Basic
knowledge of statistics
•
Basic
understanding of any programming language
