Data Science with Python Training in Bangalore

Data Science with Python Training FAQs

• 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 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.

• Why should I learn Python for Data Science?

  Python is one of the most popular languages in Data Science, which can be used to perform data analysis, data manipulation, and data visualization. Python offers access to a wide variety of Data Science libraries and it is the ideal language for implementing algorithms and the rapid development of applications.

• 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 are the system requirements?

  To run Python, your system must fulfill the following basic requirements:

  • 32 or 64-bit Operating System
  • 1GB RAM 

  The instruction uses Anaconda and Jupyter notebooks. The e-learning videos provide detailed instructions on how to install them.

• Who are our instructors and how are they selected?

  All of our highly qualified Data Science trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

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

  Live Virtual Classroom or Online Classroom: In online classroom training, you have the convenience of attending the Python Data Science course remotely from your desktop via video conferencing to enhance your productivity and reduce the time spent away from work or home.
   
  Online Self-Learning: In this mode, you will receive lecture videos and can proceed through the course at your convenience.
   
  WinPython portable distribution is the open-source environment on which all hands-on exercises will be performed. Instructions for installation will be given during the training.

• What if I miss a class?

  Simplilearn provides recordings of each class so you can review them as needed before the next session.

• What is Global Teaching Assistance?

  Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in Data Science on your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available 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 Python Data Science course with us.

• Is this live training, or will I watch pre-recorded videos?

  If you enroll in the self-paced e-learning training program, you will have access to pre-recorded videos. However, if you enroll for the Online Classroom Flexi-Pass, you will have access to both instructor-led Data Science with Python training conducted online as well as the pre-recorded videos.

• Whom should I contact to learn more about this Python Data Science course?

  Contact us using the form on the right of any page on the Simplilearn website, or select the Live Chat link. Our customer service representatives can provide you with more details.

• * Disclaimer

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

• What is the job outlook for Data Science with Python programming professionals?

  Harvard Business Review has already named Data Scientist as the ‘Sexist Job of the 21st Century.’ The statement is echoed in LinkedIn Emerging Jobs Report 2020 in which Data Scientist ranks at Number #3 in the list of top 15 emerging jobs in the US with Python as one of its key skills. The job role has witnessed an annual growth of 37 percent.

• Do I need coding experience to learn Python?

  If you have prior coding experience or familiarity with any other object-oriented programming language, it will be easier for you to learn Python. However, it is not compulsory.

• I have familiarity in other programming languages like C++/Java. Will the Data Science with Python course help me to switch to Python?

  Python has simple syntax and is easy to understand. Knowledge of Java or C++ language helps in learning Python faster. This is because Python is also object-oriented and many of its prototypes are similar to Java. So you can easily migrate to Python with this comprehensive course.

• What level of expertise in Python do I need to reach to learn data science?

  Python is used for a variety of applications and you don’t need to be familiar with all of its libraries and modules. Even if you know the basics of Python, this Data Science with Python certification covers the popular libraries of Python that are used in data science projects.

• Does Python support any open-source libraries?

  Yes, Python supports a lot of open-source libraries like SciPy, NumPy, Scikit-Learn, TensorFlow, Matplotlib, and Pandas.

• Does the knowledge imparted through this Data Science with Python certification apply to Machine Learning and Data Science projects?

  Yes, our Data Science with Python course is specifically designed to impart industry-oriented skills. The course material, practice with integrated labs, and real-world projects enhance your practical knowledge and help you apply them to Data Science projects.

• How can I get started with this Data Science with Python course?

  It is beneficial if you brush up your skills in core math, statistics, and programming basics to get started with this Data Science with Python course.

• Which companies use Python?

  Major companies like Google, Instagram, Goldman Sachs, Facebook, Quora, Netflix, Dropbox, and PayPal use Python.

• How do Data Scientists use Python in daily work?

  Data scientists handle a variety of tasks in their day-to-day routine. They gather, merge, and analyze data and identify trends and patterns. They also build and test new algorithms to simplify data problems. Python is used along with other tools to perform all these tasks.

• Why is Python preferred for Data Science?

  Python is a high-level programming language with an enormous community. Its flexibility is quite useful for any issues related to application development. It has a rich set of libraries and frameworks that make it an excellent choice for Data Science like Pandas, NumPy, SciPy, Matplotlib.

• What is the recommended learning path after completing Data Science with Python course?

  You can either enroll in our Data Scientist Course or if you are looking to get a University certificate, you can enroll in the Post Graduate Program in Data Science.