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EXPLORATORY DATA ANALYSIS WITH PYTHON 41 hours ₹ 36,000₹ 40,000 10% Discount

About the Trainer:

Name: Dr. V.P. Nanthini Sundar
Degree: Ph.D
Total Experience: 14+ Years
Average Rating of this course: 5 / 5
Know More @: https://www.vpntrainer.com/About.html

Exploratory data analysis, or EDA in python, is a crucial step in the data analysis process that involves studying, exploring, and visualizing information to derive vital insights. To find patterns, trends, and relationships in the data, it makes use of statistical tools and visualizations. This helps to formulate hypotheses and direct additional investigations.

Python provides strong EDA tools with its diverse library ecosystem, which includes Seaborn, Matplotlib, and Pandas. An essential phase in the data science pipeline, this procedure improves data comprehension and provides information for further modeling decisions.

Exploratory Data Analysis(EDA) is the crucial step in the process of various data analysis. It helps data to visualize the patterns, characteristics, and relationships between variables. Python provides various libraries used for EDA such as NumPy, Pandas, Matplotlib, Seaborn, and Plotly. You will acquire wide practical exposure to expand your business / company by enhancing your existing python application with this well curated comprehensive fundamental course.

This course is open to both engineering and arts college students. Upon successful completion they will certainly get a good job with nice package. And is suitable for working professionals as well who wish to have their domain change. This course is for everyone being fresh graduates, pre final year trying for placements (both computer and non computer engineering / arts), UG, PG to be graduates, working professionals seeking for domain change/ new offer with nice package and for professors from any department and research scholars, and to all UG, PG students who wish to do final semester project using Python. 15+ projects will be taught and new challenges will be given based on participants wish to make them try on their own.

  • Main features of data
  • variables and relationships that hold between them
  • Identifying which variables are important for our problem
  • Reading dataset
  • Analyzing the data
  • Variable Identification
  • Checking for the duplicates
  • Univariate Analysis
  • Bivariate Analysis
  • Multivariate Analysis
  • Customizing Plots
  • Interpreting plots
  • Missing Value Treatment
  • Outlier Treatment in eight various ways
  • Feature Creation
  • FeatureTransformation

  • Avail Live Instructor-Led Online Class for this EDA Course.
  • Gain thorough knowledge in Exploratory Data Analysis with multiple packages.
  • Hands on session will be provided for each topic with due homework and assignments.
  • Each session is packed with related content, hands-on learning, and opportunities to ask questions and clarify it then and there.
  • We will provide Top 100+ Latest EDA Questions & Answers.
  • Vpntraining solutions will conduct Mock Interview on EDA towards the end of this Course.
  • We will assist you to build your resume according to your Skill Set & Experience.
  • Course Duration is 41 hrs with total Hands-on Training.
  • Our hands-on learning method not only helps you learn faster but also helps you see how quickly to apply your knowledge.
  • Weekdays classes will be for 1 hr starting from 6.30 am IST to 9 pm IST and weekend classes will be for 2 hrs between 10.30 am to 9 pm IST.
  • Flexible timeslots can be chosen.
  • You can choose 1:1 Online Classes for EDA Course at your flexible timing.
  • Distinct batch for Fresher’s and Experienced Candidates will be provided.

Sundarganesh Shankar

I recently completed the four courses in MITx data science and still needed more hands on experience with EDA using Python. I took the classes from Dr. Nanthini and I can feel the difference in my thought process. She is an amazing tutor and has wealth of experience. She takes true interest in ensuring that the students understand why they are doing what they are doing. Based on interest levels, she also covers topics that are not in the scope. She does detailed done of the features and gives enough projects for practice. I would recommend her for anyone who wants to become more hands-on.

26 May, 2022

Kiran

Nanthini mam is the best teacher for intermediate course because: 1) She all gives priority to concept building . 2) She all was open for students doubts, its big or small doubts, doesn't matter. 3) She teaches with many number of examples which include both basic examples and real time examples. So i am experiencing like a she is teaching me how to climb my 1st step of my success. I am confident now i can do whatever i want in this domain just because of nanthini mam.

27 Jun, 2020

Revathi

Very good trainer. She explained the topics very clearly and with examples. It is very easy to understand. Am really very happy to be her student. I will even continue my research studies under her guidance.

27 Jun, 2020

Contact Dr. V. P Nanthini Sundar to proceed further!
    Mobile Number:   +91 9176784926
    Email ID:   support@vpntrainer.com
    LinkedIn: https://www.linkedin.com/in/dr-v-p-nanthini-sundar-31370161/