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Python is the preferred language for new technologies such as Data Science and Machine Learning.
Data Science and Analytics (DSA) job listings is projected to grow by nearly 364,000 listings in 2020 - IBM
According to the TIOBE index, Python is one of the most popular programming languages in the world.
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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
Python for Data Science Certification
Edureka’s Python for Data Science Professional Certificate Holders work at 1000s of companies like
I had attended a couple of demo session with other training institutes before joining Edureka. I can safely say Edureka is one of the best training company. They have good trainers with excellent communication skills. Edureka has a very good support team which is always ready to help you out (haven't seen this with other). The classes happen over the weekend. The marketing team is extremely flexible and understanding. Happy learning :)
I got full value from Edureka's DevOps course. I had to come out of my comfort zone as I was expecting a lot theory but this had continuous Lab/practice by the trainer in all trending tools - GIT, GitHub, Jenkins, Docker, Puppet & Nagios. Trainer was very knowledgeable and helpful. High technical content/slides. Timing was great due to promotion offer for free self-paced Chef & Ansible & Jenkins-indepth modules. Sometimes had to ask trainer to slow down and some install commands were failing at times but these were were minor as I learned how to handle such issues. Am now all set to work/manage with confidence in a DevOps environment. Edureka had also called me prior to the training to capture my needs.
Edureka is providing the best software training I have seen in my 10 years of IT career. I have been an Edureka student for over one year now. Having completed courses such as AWS Architect Certification Training, DevOps Certification Training and Hadoop Administration. I must say Edureka has excellent course content for some of the latest software technologies and is suplimented by well experienced trainers. I am impressed by all the trainers I came across with edureka. Also Edureka provides unique training platform where each live session of the course is recorded and this can be played back unlimited times by the student and has lifetime access to these recordings. This is great way to learn and stay ahead.
I really had overwhelming experience with edureka. I was looking for class room training for AWS course. But the edureka representative explained me the advantageous of the online program that they are providing. Best part about it is, they provided all the class room recordings and in future you can attend the online classes of the same course again WITHOUT any additional cost. This is awesome. I really recommend edureka training programs for career growth. I am sure you will fell the same, if you are part of edureka.
I was taking a course for Data Visualization with Tableau , and had wonderful experience with edureka, The instructors are well presentable and dedicated and have gone extra mile to provide the insights for the course. The instructor had done a great job to explain each and every feature with a real life example and provided hands on live examples during the sessions. Very well done edureka, I am willing to take some courses from you in near future and thanks you for making my learning experience knowledgeable and enjoyable. Definitely worth the effort and good value for money.
Earlier I had taken training in different technologies from other institutes and companies but no doubt Edureka is completely different, First time in my carrier I have received such kind of training and support. They have really awesome instructors. The support persons are technically sound and I would like to appreciate their 24 x 7 support. I never seen such kind of support by other companies in India till now. When I had started training on Hadoop I do not have any idea of Java but their training structure is marvelous and they taught Java in very easy way and build up confidence in it. My training is still going on and it is about to finish and I would like to thanks Edureka to help me to find robust path of carrier with such a new and emerging technology of Big Data.
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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