Course Overview Data Science is the study of the generalizable extraction of knowledge from data. This course serves as an introduction to the data science principlesrequired to tackle data-rich problems in business and academia, including: Statistical Interference, Machine Learning, Machine Learning algorithms, Classification techniques, Decision Tree, Clustering, Recommender Engines, Text Mining & Time series.
Course Description The Data Science course enables you to gain knowledge of the entire life cycle of Data Science, analyze and visualize different data sets, different Machine Learning Algorithms like K-Means Clustering, Decision Trees, Random Forest, and Naive Bayes.
Course Study Materials
Module 1 : Introduction
Before You StartDuration:
Welcome to the CourseDuration:
What Do You Enjoy About Being a Data Scientist?Duration:
What Does a Data Scientist Do?Duration:
What Kind of Person Succeeds as a Data Scientist?Duration:
What Skills Does a Data Scientist Need?Duration:
What Advice Would You Give an Aspiring Data Scientist?Duration:
Module 2 : Exploring Data
Getting Started with DataDuration:
Sorting and Filtering DataDuration:
Getting Started with Excel Online
Module 3 : Analyzing and Visualizing Data
Grouping and Summarizing DataDuration:
Analyzing Data in Excel Online
Module 4 : An Introduction to Statistics
Measuring Central TendencyDuration:
Working with SamplesDuration:
A Handy Handout
Module 5 : Introduction to Machine Learning
What is Machine Learning?Duration:
Some Useful Resources
Final Assessment20 Questions
The certificate issued for the Course will have
Date of Course Completion
Name(s) and Logo(s) of the Certifying Bodies
Only the e-certificate will be made available. No Hard copies. The certificates issued by NITTTR Chandigarh, MHRD - Government of India and Million Lights. can be e-verifiable at www.ulektzskills.com/verify.
Students are required to take online assessments with e-Proctoring.
Students will be assessed both at the end of each module and at the end of the Course.
Students scoring a minimum of 50% in the assessments are considered for Certifications