Virtual Classrooms

Data Science with Python

4.61 (266 Ratings)
Beginner

Beginner

Skill level
offer

Free

Course cost

About this course

Data Science is one the hottest careers of the 21st century with an average salary of 120,000 USD per annum. Data proficiency is as important as computer proficiency was 20 years back. Huge investments in analytics by top companies such as Google, Facebook and Amazon are creating millions of jobs. This full course on data science gives you an in-depth understanding of the programming and statistics basics that are required to build a strong foundation and start your journey towards becoming a data scientist. The course explains the basics of Python programming and the various packages required for data science. It also covers statistical distributions and uni variate, bi variate and multivariate statistics. You will then learn a fundamental data science technique called regression. You will be introduced to various types of regression and understand how to solve business problems using these techniques. The entire course is experiential and hands-on and involves solving real-world problems.

Skills covered

  • check Statistics
  • check Regression
  • check Python

Course Syllabus

Data Science Tutorial

  • play Descriptive statistics
  • play Understanding distributions and plots
  • play Univariate statistical plots and usage
  • play Bivariate and multivariate statistics
  • play Intro to python
  • play Variables, operators, datatypes and strings in python
  • play Tuples, list, dictionary and set in python
  • play Python functions and classes
  • play Intro to numpy array
  • play Intro to linear regression
  • play Relationship between independent variable and target variable
  • play Coefficient of correlation
  • play Linear regression assumptions
  • play Introduction to logistic regression
  • play Sigmoid curve and logloss function
  • play Model cases of logistic regression

Course Certificate

Get Data Science with Python course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

GL Academy Sample Certificate

Great Learning Academy - Free Online Certification Courses

Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.

Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 500,000+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.

X
popup asset

Welcome to Great Learning Academy