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Data Science Course Training in Pune.

Data science is an interdisciplinary field about processes and systems to extract knowledge or insights from data in various forms, either structured or unstructured, which is a continuation of some of the data analysis fields such as statistics, machine learning, data mining, and predictive analytics.

 

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Course Details

At Prwatech you can watch for the curriculum on data science courses. This is the best course through which we help you gain the standard professional status.

  • First, you have the learning objectives. Based on the concept you had the data scientist certification in India and based on the module one can start with the essentials of business analytics and you even have the R basics and the R programming.
  • The role of R is to solve the analytical problems, and you can watch out for the popularity of R in some of the in-trend tech giants.
  • In fact, with the successful introduction of the data science training in Pune one can reach to the depth of the curriculum.

 

In module one, the experts at Prwatech will deal with topics like business analytics, R, R language and the programming, ecosystem and the several uses of R. As part of the curriculum you even have the data types in R, and one can even deal with the subsetting methods. In the course, you can even compare R with the other software and there are details regarding the basic installation process and operation of R. The training course will also help you understand regarding the robustness of R. As part of the data science courses in Pune you come to know about the useful packages in matters of implementing the R.

 

You even have Module 2 in Prwatech and based on the module you have the data manipulation and the data importing techniques in R.

 

To get data science certification in Pune, it is important that you understand the details of the course layout and in the manner, one can have the apt handling of the concept. You have the objectives telling you about the dirty data set, and one can even deal with the aspect of data cleaning, and this can lead to adata set which is just ready for analysis.

 

As part of the module you learn about the exploring functionality, and in the way, one gets an idea regarding the versatility of R.

 

You have the superior techniques in R, and these are essentially robust in nature. This is the module to make you comprehend the array of importing techniques present in R. You even have the various topics to deal with like data cleaning and data inspection. Here, the student is made to learn how to troubleshoot the problem with the real expertise.

 

Prwatech helps you with the data science training classes in Pune. Here, you are made to learn about several engineering applications and whereabouts. Here you get achance to know about machine learning algorithms, and one can even deal with the types of machine learning. There are even two aspects of supervised learning when you are made to do things under the vigilance of the guide or expert. As part of the course, you even have the form of the unsupervised learning. This is when you are made to learn and act individually without the external interference.

Introduction

Learning Objectives – Data scientist certification in India module one starts with the basics of Business Analytics, R basic, R programming, R’s role in solving analytical problems, R’s popularity in tech giants like- Facebook, Google, Finance etc.

Topics – Business Analytics, R, R language and programming, Ecosystem, Uses of R, Data types in R, subsetting methods, R comparison with other software’s, R installation, operations in R, useful packages, IDER, GUI, using functions like- length(), str(), ncol() etc, summarize data.

Data Manipulation and Data Import Techniques in R

Learning Objectives – In this module, we will discuss about dirty data set, data cleaning, which results in data set, and ready for analysis, exploring functions, versatility of R, robustness of R. This module helps you to understand various importing techniques in R

Topics – Data Cleaning, Data Inspection, Troubleshooting the problems, Function uses, grepl(), sub(), grep(), Data coerce, apply() functions uses, Import data from spreadsheets into R, Importing text files into R, import data, installation of packages. RDBMS from R, using ODBC, SQL queries, Web Scraping.

Exploratory Data Analysis

Learning Objectives – Data scientist certification in Bangalore module 3 includes information about exploratory data analysis, EDA- for observing what data tell us beyond the formal hypothesis. Typical EDA process.

Topics – Exploratory Data Analysis, Implementing EDA on datasets, Box plots, cor() in R, EDA functions, list(), summarize(), Multiple packages in R, various plots, Segment plot, HC plot in R.

Data Visualization in R

Learning Objectives – Leaning Objectives – In this module you will learn about- visualization in USP of R, creating simple visualization in R, complex visualization in R.

Topics – Data Visualization, Graphical representations, Functions in R, Plotting graphs like box plot, table plot and histogram, Improvising plots, GUIs, Deducer, R Commander and Spatial Analysis.

Data Mining: Clustering Techniques, Decision Trees and Random Forest

Learning Objectives – In this module we will discuss about various Machine Learning algorithms, Machine Learning types- Unsupervised Learning and Supervised Learning, Difference between Unsupervised Learning and Supervised Learning. We will also learn about K-means Clustering and implementing them, Concepts of Decision trees and Random forest, Algorithm creation of forests and trees, LMS.

Topics – Data Mining, Machine Learning algorithms, Unsupervised and Supervised Machine, K-means clustering, Decision Trees, Random forest Algorithm creation, Entropy, features and working of Random forest.

Linear and Logistic Regression

Learning Objectives – Data scientist training in Bangalore, module 6, we will introduce- Regression Techniques, Linear and logistic regression basics, implementation in R.

Topics – Simple and Multiple Linear Regressions, Simple and Multiple Logistic Regression, Log Linear Model.

Anova and Predictive Analysis

Learning Objectives – In this module we will discuss about the Analysis of Variance, Anova Technique, Predictive Analysis.

Topics – Anova Technique, Sample testing, One and Two way Anova, Predictive Analysis.

Project Work:

You will be given a problem statement and in this module our qualified professionals will help you on that statement.

Perform Exploratory Data Analysis

Establish hypothesis of data.

  • Handle outliers
  • Troubleshooting missing data.
  • Validation datasets.
  • Logistic Regression
  • Confusion Matrix
  • Final model

All our instructors are working professionals from the Industry and have at least 5-8 yrs of relevant experience in various domains. They are subject matter experts and are trained by Prwatech for providing online training so that participants get a great learning experience.

For your practical work, we will help you set up a Virtual Machine on your system with IDE for Scala. This will be local access for you. The detailed step-wise installation guides are present in your LMS which will help you to install and set-up the environment for Spark and Scala. In case you come across any doubt, the 24*7 support team will promptly assist you.

You will never lose any lecture. You can choose either of the two options: 1. View the recorded session of the class available in your LMS. 2. You can attend the missed session, in any other live batch.

Yes, you can learn Hadoop without being from a software background. We provide complimentary courses in Java and Linux so that you can brush up on your programming skills. This will help you in learning Hadoop technologies better and faster.

Yes, Prwatech does provide you with placement assistance. We have tie-ups with 80+ organizations including Ericsson, Cisco, Cognizant, TCS, among others that are looking for Hadoop professionals and we would be happy to assist you with the process of preparing yourself for the interview and the job.

Services

  • PowerPoint Presentation covering all classes
  • Recorded Videos Sessions On Bigdata and Hadoop with LMS Access.
             (lifetime support)
  • Quiz , Assignment & POC.
  • On Demand Online Support .
  • Discussion Forum.
  • Material
    • a. Sample Question papers of Cloudera Certification.
    • b. Technical Notes & Study Material.

Anupam Khamparia
Consultant, Cognizant Technology Solutions, Bangalore

“Excellent course and instructor. I learnt a lot in a short period. Good value for money. Instructor took us through Advanced Hadoop Development in depth.”

Anukanksha Garg
B.Tech. CSE

It was a nice learning experience with prwatech. The classes were well scheduled and managed. Verma has good understanding of the topics taught and catered to our problems and doubts very patiently. The best thing about him was that he handled the situations accordingly, when needed a friend, he became one and also a teacher to always guide us.

Varun Shivashanmugum
Associate Consultant, ITC Infotech Ltd

“Faculty is good,Verma takes keen interest and personnel care in improvising skills in students. And most importantly,Verma will be available and clears doubts at any time apart from class hours. And he always keeps boosting and trying to increase confidence in his students which adds extra attribute to him and organization as well. and organization as well.

Mayank Srivastava
Hadoop Developer, L&T, Bangalore

“Really good course content and labs, patient enthusiastic instructor. Good instructor, with in depth skills…Very relevant practicals allowed me to put theory into practice.”

35 Hours
Practical 40 Hours
15 Seats
Course Badge
Course Certificate
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