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With Edureka’s Python Certification Training in Mumbai, you will get hands-on experience in programming. We offer live-instructor led sessions which will help you in mastering the concepts involved in Python. With Edureka’s Python training in Mumbai, you will learn the essential concepts of Python programming such as Data Structure, Data types, Strings, tuples, lists, basic operators and functions, GUIs, Multi-threading, Data Manipulation, Expressions, Networking, Lambda expressions and much more. Also, Gain a thorough knowledge of Python OOPS concepts, modules Extensive coverage of Django Framework Database programming and connectivity to multiple data sources.
Python is a common high-level, open-source programming language with a broad spectrum of apps for games and web applications in automation, big data, data science, information analytics development. It's a versatile, powerful, object-oriented and interpreted language. Python is regarded to be a programming language with the greatest amount of work possibilities Researchers have named Python 'the next large thing' as it is preferred by many young and experienced designers and is a heavily paid skill among all programming languages in the IT space. Edureka’s Python certification course in Mumbai provides an extensive Python Course training to assist you to master basics, sophisticated theoretical ideas such as writing scripts, sequence and file procedures in Python while gaining practical experience with functional apps as the training is combined with hands-on tasks and live projects.
It's continued to be a favourite option for data scientists who use it for building and using Machine learning applications and other scientific computations. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built in debugger.
It runs on Windows, Linux/Unix, Mac OS and has been ported to Java and .NET virtual machines. Python is free to use, even for the commercial products, because of its OSI-approved open source license.
It has evolved as the most preferred Language for Data Analytics and the increasing search trends on Python also indicates that it is the " Next Big Thing " and a must for Professionals in the Data Analytics domain.
Watch Lesson 1 (Recorded)
Module 1: Introduction to Python
Industry: Social Media
Problem Statement: You as ML expert have to do analysis and modeling to predict the number of shares of an article given the input parameters.
Actions to be performed:
Load the corresponding dataset. Perform data wrangling, visualization of the data and detect the outliers, if any. Use the plotly library in Python to draw useful insights out of data. Perform regression modeling on the dataset as well as decision tree regressor to achieve your Learning Objectives. Also, use scaling processes, PCA along with boosting techniques to optimize your model to the fullest.
Problem Statement: You as an ML expert have to cluster the countries based on various sales data provided to you across years.
Actions to be performed:
You have to apply an unsupervised learning technique like K means or Hierarchical clustering so as to get the final solution. But before that, you have to bring the exports (in tons) of all countries down to the same scale across years. Plus, as this solution needs to be repeatable you will have to do PCA so as to get the principal components which explain the max variance.
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