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
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