Python for Data Science Training in Bangalore

Python Data Science Training FAQs

• Why you should take this Python for Data Science Course?

  

• What are the course objectives?

   

  The achievement of Python lies in the fact that the trainers in the US now introduce computer science and programming using the language Python and not the long-renowned Java language. It is also estimated that Python has become a necessary skill to be mastered for 46% of data science jobs.

  The Data Science with Python course in Bangalore gives a complete overview of Python language and explores the various packages and libraries of Python that are necessary to implement natural language processing, web scraping, data analysis, machine learning, and data analysis.

• What skills will you learn in this Python for Data Science Training Course?

  At the end of this Python for Data Science training course in Bangalore, candidates will be able to:

  • Extract useful data from websites by performing web scrapping using Python
  • Use the Scikit-Learn package for natural language processing
  • Gain expertise in machine learning using the Scikit-Learn package
  • Perform scientific and technical computing using the SciPy package and its sub-packages such as Integrate, Optimize, Statistics, IO, and Weave
  • Understand the essential concepts of Python programming such as data types, tuples, lists, dicts, basic operators and functions
  • Gain an in-depth understanding of data science processes, data wrangling, data exploration, data visualization, hypothesis building, and testing. You will also learn the basics of statistics.
  • Integrate Python with Hadoop, Spark and MapReduce
  • Use the matplotlib library of Python for data visualization
  • Gain an in-depth understanding of supervised learning and unsupervised learning models such as linear regression, logistic regression, clustering, dimensionality reduction, K-NN and pipeline
  • Perform data analysis and manipulation using data structures and tools provided in the Pandas package
  • Perform high-level mathematical computing using the NumPy package and its large library of mathematical functions
  • Install the required Python environment and other auxiliary tools and libraries

• Who should take this Python for Data Science course?

  The Data Science with Python course in Bangalore comes with no prerequisite. Concerning the assistance for coding, there is an additional course on Python basics included in the main course.

  The world of data Science has the capability of generating potential job opportunities for data scientists, specifically for professionals like:

  • Experienced professionals who would like to harness data science in their fields
  • IT professionals interested in pursuing a career in analytics
  • Analytics professionals who want to work with Python
  • Anyone with a genuine interest in the field of data science
  • Graduates looking to build a career in analytics and data science
  • Software professionals looking to get into the field of analytics
  •  

• What projects included with this Python for Data Science certification course?

   

  The Python for Data Science certification course in Bangalore incorporates 4 industry-oriented, real-life projects. The candidates need to complete one out of the four projects as part of the course completion process. The project will then be accessed by our subject matter experts. The projects are listed below:

  Project 1: NYC 311 Service Request Analysis

  Telecommunication: Perform a service request data analysis of New York City 311 calls. You will focus on data wrangling techniques to understand patterns in the data and visualize the major complaint types.

  Project 2: MovieLens Dataset Analysis

  Engineering: The GroupLens Research Project is a research group in the Department of Computer Science and Engineering at the University of Minnesota. The researchers of this group are involved in several research projects in the fields of information filtering, collaborative filtering, and recommender systems. Here, we ask you to perform an analysis using the Exploratory Data Analysis technique for user datasets.

  Project 3: Stock Market Data Analysis

  Stock Market: As a part of this project, you will import data using Yahoo data reader from the following companies: Yahoo, Apple, Amazon, Microsoft, and Google. You will perform fundamental analytics, including plotting, closing price, plotting stock trade by volume, performing daily return analysis, and using pair plot to show the correlation between all of the stocks.

  Project 4: Titanic Dataset Analysis

  Hazard: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing 1502 out of 2224 passengers and crew. This tragedy shocked the world and led to better safety regulations for ships. Here, we ask you to perform an analysis using the exploratory data analysis technique, in particular applying machine learning tools to predict which passengers survived the tragedy.

• How much does a Data Scientist get paid in Bangalore?

   

  It is estimated by PayScale that an average salary of Rs 606,409 is drawn by a Data Scientist in Bangalore. The number further improves for professionals undertaking a Data Science with Python program.

• What are different roles available for data science Industry in bangalore

   

  Bangalore provides the opportunity of roles like Statistical Analyst and Data Scientist IT/Retail within the Business Intelligence & Data Science domain.

• What are the top companies hire Data Scientists in Bangalore?

   

  Companies in Bangalore which are in continuous search for professionals proficient in Data Science & Business Intelligence are JP Morgan, Honest Bee, Accenture, Quaero, and Happiest Minds.

• What are the system requirements?

   

  The system needs to have the following specifications to run Python:

  • OS: 32 or 62 bit
  • Memory: 1GB RAM

  Anaconda and Jupyter notebooks are used for the instructions. Their installation process is dealt with in the e-learning videos.

• Who are our instructors and how are they selected?

  Simplilearn appoints faculty who possess high alumni rating. The selection process incorporates stages like profile screening, technical assessment, and training demo. Trainers even after completing the selection process should have a proven teaching experience of 10+ years.

• What are the modes of training offered for this Python for Data Science course?

   

  There are two training modes provided by Simplilearn for Python for Data Science course in Bangalore. They are:

  Online Self-Learning: Pre-recorded videos are provided to the candidates and they can complete the course at their convenient learning pace.

  Live Virtual Classroom or Online Classroom: Instructor-led online classes are provided that basically involves video conferencing. Candidates can attend the class via their desktop and enhance their learning experience.

  All of the hands-on exercises are carried out in the open source environment called as WinPython portable distribution. During the training, its installation procedure will be explained in detail.

• What if I miss a class?

  On missing a class, the candidate can refer to its recording that is maintained for each class to benefit them in future.

• Can I cancel my enrollment? Will I get a refund?

   

  Yes, the candidate can cancel his enrollment if necessary. The amount after deduction of the administration fee will be refunded to the candidate. Read our Refund Policy to know more.

• Who provides the certification?

   

  To achieve the data scientist with Python certificate, candidates are required to complete the course, get the completed project assessed, and pass the online exam with at least 80% passing score.

• Are there any group discounts for classroom training programs?

   

  Yes, there are group discount packages available for the classroom training programs. Our support team can be contacted via the Help & Support to get the details.

• How do I enroll for the Data Science with Python online training?

   

  Enrollment for the Data Science with Python online training in Bangalore requires completing an online payment via:

  • Paypal
  • American Express
  • Visa Credit or Debit Card
  • Diner’s Club
  • MasterCard

  The payment receipt along with further information will be emailed to the candidates thereafter.

• What is Global Teaching Assistance?

   

  From class onboarding to project guidance and job assistance, the mentors of Simplilearn support the candidates throughout their course path. The mentors enrich the learning experience of the candidates and engage them so that they have a clear understanding of every topic covered in the course.

  Teaching assistance is provided during business hours.

• What is covered under the 24/7 Support promise?

  We offer 24/7 support through email, chat, and calls. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your course with us.

• * Disclaimer

  * The projects have been built leveraging real publicly available data-sets of the mentioned organizations.

• What is Python?

  Python is an object-oriented programming language with integrated dynamic semantics, used primarily for application and web development. The widely used language offers dynamic binding and dynamic typing options.
   

• Can I learn Python Data Science course online?

  The rapid evolution of learning methodologies, thanks to the influx of technology, has increased the ease and efficiency of online learning, making it possible to learn at your own pace. Simplilearn's Python Data Science course provides live classes and access to study materials from anywhere and at any time. Our extensive (and growing) collection of blogs, tutorials, and YouTube videos will help you get up to speed on the main concepts. Even after your class ends, we provide a 24/7 support system to help you with any questions or concerns you may have.