Data Science with Python Training in Bangalore

Data Science with Python Training FAQs

• What is data science with Python certification?

  The data science with Python certification showcases your expertise in using Python for data analysis, machine learning, and data visualization. It tests your knowledge in statistical analysis, data manipulation using libraries such as Pandas and NumPy, and machine learning tools. Simplilearn’s data science with Python course equips you to ace these skills to solve real-world data problems.

• 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 Data Science with Python training in Bangalore 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.

• 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 training 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 Data Science with Python course in Bangalore?

  At the end of this Data Science with Python 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 Data Science training in Bangalore?

  The Python Data Science training 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 Data Science with Python 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.

• What are the top companies hire Python certified 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 is the salary of a Data Science and Business Analyst in Bangalore?

  The average yearly remuneration for data scientists in Bangalore is ?980,993. The applicants with python for data science training in Bangalore must be knowledgeable in technical aspects, statistical concepts, and data analysis efforts that exhibit combined hard and soft skills.

• What are the major companies hiring for Data Science and Business Analyst in Bangalore?

  Amazon, Flipkart, EXL, Fractal, and Infosys are among the world's leading companies that employ candidates with python for data science training in Bangalore. Data researcher, data analyst, and data science adviser are the job roles for which the candidates are recruited.

• What are the major industries in Bangalore?

  Completing a python for data science course in Bangalore and earning experience is essential for getting a job in the automotive, agricultural, aerospace, fabric and textile, biotech, and heavy industrial industries. The state provides sector-specific Special Economic Zones for significant industries like information technology, biotechnology, and engineering, as well as aviation.

• How to become a Data scientist in Bangalore?

  A data scientist must be capable of solving issues, think rationally, be analytic, and also have model building competence.

• How to find a Data Science and Business Analytics course in Bangalore?

  Simplilearn offers a Data Science with Python certification course that takes an in-depth look at Python's Data Analytics tools and methodologies. Learning Python is a necessary skill for several Data Science positions. Learning Python will become essential to launch a career as a Data Scientist.