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Besant Technologies delivers the best Data Science Training in Gurgaon by highly skilled professionals at a cost-effective rate. The Data Science Course in Gurgaon helps the candidates to become professionals in data analytics with the help of the R programming language. Besant Technologies provides the Best Data Science Training in Gurgaon and helps the candidates to master different concepts like data visualization, descriptive analytics, data exploration, and predictive analytics with the R language.

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Upcoming Batch Schedule for Data Science Training in Gurgaon

Besant Technologies provides flexible timings to all our students. Here is the Data Science Training in Gurgaon Schedule for our branch. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

  • 01-11-2021 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per SessionGet Fees
  • 28-10-2021 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per SessionGet Fees
  • 30-10-2021Sat (Sat - Sun)Weekend Batch11:00 AM (IST) (Class 3Hrs) / Per SessionGet Fees
Data Science Training in Gurgaon

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Data Science Training in Gurgaon Syllabus

Besant Technologies boasts of being the Best Data Science Training in Gurgaon.  And the syllabus for this course has been broken down below (not in any specific order) for your convenience.

Data Science with Python Training Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

  • What is Data Science?
  • What is Machine Learning?
  • What is Deep Learning?
  • What is AI?
  • Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

  • What is Python?
  • Why Python?
  • Installing Python
  • Python IDEs
  • Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

  • Python Basic Data types
  • Lists
  • Slicing
  • IF statements
  • Loops
  • Dictionaries
  • Tuples
  • Functions
  • Array
  • Selection by position & Labels

Module 4: Python Packages (Duration-2hrs)

  • Pandas
  • Numpy
  • Sci-kit Learn
  • Mat-plot library

Module 5: Importing data (Duration-1hr)

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

  •  Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

  • Central Tendency
    • Mean
    • Median
    • Mode
    • Skewness
    • Normal Distribution
  • Probability Basics
    • What does mean by probability?
    • Types of Probability
    • ODDS Ratio?
  • Standard Deviation
    • Data deviation & distribution
    • Variance
  •  Bias variance Trade off
    • Underfitting
    • Overfitting
  • Distance metrics
    • Euclidean Distance
    • Manhattan Distance
  • Outlier analysis
    • What is an Outlier?
    • Inter Quartile Range
    • Box & whisker plot
    • Upper Whisker
    • Lower Whisker
    • catter plot
    • Cook’s Distance
  • Missing Value treatments
    • What is a NA?
    • Central Imputation
    • KNN imputation
    • Dummification
  • Correlation
    • Pearson correlation
    • Positive & Negative correlation
  • Error Metrics Duration-3hr
    • Classification
    • Confusion Matrix
    • Precision
    • Recall
    • Specificity
    • F1 Score
  • Regression
    • MSE
    • RMSE
    • MAPE

Module 8: Machine Learning

Module 9: Supervised Learning (Duration-6hrs)

  • Linear Regression
    • Linear Equation
    • Slope
    • Intercept
    • R square value
  • Logistic regression
    • ODDS ratio
    • Probability of success
    • Probability of failure
    • ROC curve
    • Bias Variance Tradeoff

Module 10: Unsupervised Learning (Duration-4hrs)

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 11: Other Machine Learning algorithms (Duration-10hrs)

  • K – Nearest Neighbour
  • Naïve Bayes Classifier
  • Decision Tree – CART
  • Decision Tree – C50
  • Random Forest

For More Details About Data Science with Python Course Click Here! →

Data Science with SAS Training Syllabus

Overview of SAS

  • Introduction and History of SAS
  • Significance of SAS software solutions in various industries
  • Demonstrate SAS Capabilities
  • Job Profile / career opportunities with SAS worldwide?

Base SAS Fundamentals

  • Explore SAS Windowing Environment
  • SAS Tasks
  • Working with SAS Syntax
  • Create and submit a SAS sample program

Data Access & Data Transformation

  • Accessing SAS Data libraries
  • Getting familiar with SAS Data set

Reading SAS data set

  • Introduction to reading data
  • Examine structure of SAS data set
  • Understanding of SAS works

Reading Excel worksheets

  • Using Excel data as input
  • Create as sample program to import and export excel sheets

Reading Raw data from External File

  • Introduction to raw data
  • Reading delimited raw data file (List Input)
  • Using standard delimited data as input
  • Using nonstandard delimited data as input
  • Reading raw data aligned to columns (Fixed or column input)
  • Reading raw data with special instructions (Formatted input)

Writing to an External file

  • Write data values from SAS data set to an external file

Data transformations (Data step processing)

  • Create multiple output datasets from single SAS dataset
  • Writing observations to one or more SAS datasets
  • Controlling which observations and variables to be written to output data

Creating subset of observations using

  • Where condition
  • Conditional processing using: IF statements

Processing Data Iteratively

  • Iterative DO loop processing with END statement
  • DO WHILE & DO UNTIL Statement
  • SAS Array statement

Summarizing data

  • Creating and Accumulating total variable (Retain)
  • Using Assignment statement
  • Accumulating totals for a group of data (BY group)

Manipulating Data

  • Sorting SAS data sets
  • Manipulating SAS data values
  • Presentation of user defined values /data/currency values using FORMAT procedure
  • SAS functions to manipulate char and num data
  • Convert data type form char-to num and num-to-char
  • SAS variables lists/ SAS variables lists range
  • Debugging SAS program
  • Accessing observations by creating index

Restructuring a SAS data set

  • Rotating with the data step
  • Using the transpose procedure

Combining SAS data sets

  • Concatenation
  • Interleaving
  • One to one reading
  • One to one merging (with non-matching)
  • Match merging (Merging types with IN=option)

SAS Access & SAS Connect

  • Validating and cleaning data
  • Detect and correct syntax errors
  • Examining data errors

Analysis & Presentation

  • SAS/REPORTS SAS/GRAPH
  • SAS/STATS SAS/ODS

Producing detailed /Summary Reports

  • Freq Report
  • Means Report
  • Tabulate Report
  • Proc report
  • Summary report
  • Univariate report
  • Contents report
  • Print report
  • Compare proc
  • Copy proc
  • Datasets proc
  • Proc append
  • Proc delete

Generating Statistical Reports using

  • Regression proc
  • Uni/Multivariate proc
  • Anova proc

Generating Graphical reports using

  • Producing Bar and Pie charts (GCHART Proc)
  • Producing plots (GPLOT Proc)
  • Presenting Output Report result in:
  • PDF
  • Text files
  • Excel
  • HTML Files

SAS/SQL Programming

  • Introduction and overview to SQL procedure
  • Proc SQL and Data step comparisons

Basics Queries

  • Proc SQL syntax overview
  • Specifying columns/creating new columns
  • Specifying rows/subsetting on rows
  • Ordering or sorting data
  • Formatting output results
  • Presenting detailed data
  • Presenting summarized data

Sub Queries

  • Non correlated sub queries
  • Correlated sub queries

SQL Joins (Combining SAS data sets using SQL Joins)

  • Introduction to SQL joins
  • Types of joins with examples
  • Simple to complex joins
  • Choosing between data step merges and SQL joins

SET Operators

  • Introduction to set operations
  • Except/Intersect/Union/Outer union operator

Additional SQL Procedures features

  • Creating views with SQL procedure
  • Dictionary tables and views
  • Interfacing Proc SQL with the macro programming language
  • Creating and maintaining indexes
  • SQL Pass-Through facility

SAS Macro Language

  • Introduction to macro facility
  • Generate SAS code using macros
  • Macro compilation
  • Creating macro variables
  • Scope or macro variables
  • Global/Local Macro variables
  • User defined /Automatic Macro variables
  • Macro variables references
  • Combing macro variables references with text
  • Macro functions
  • Quoting (Masking)
  • Creating macro variables in Data step (Call SYMPUT Routine)
  • Obtaining variable value during macro execution (SYMGET function)
  • Creating macro variables during PROC SQL execution (INTO Clause)
  • Creating a delimited list of values
  • Macro parameters
  • Strong Macro using Autocall Features
  • Permanently storing and using stored compiled macro program
  • SAS Macro debugging options to track problems

Basics Statistics

  • Standard deviation
  • Correlation Coefficients
  • Outliers
  • Linear regressions
  • Clustering
  • Chi Square

For More Details About Data Science with Python Course Click Here! →

Data Science with R Training Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

  • What is Data Science?
  • What is Machine Learning?
  • What is Deep Learning?
  • What is AI?
  • Data Analytics & it’s types

Module 2: Introduction to R (Duration-1hr)

  • What is R?
  • Why R?
  • Installing R
  • R environment
  • How to get help in R
  • R Studio Overview

Module 3: R Basics (Duration-5hrs)

  •  Environment setup
  • Data Types
  • Variables Vectors
  • Lists
  • Matrix
  • Array
  • Factors
  • Data Frames
  • Loops
  • Packages
  • Functions
  • In-Built Data sets

Module 4: R Packages (Duration-2hrs)

  • DMwR
  • Dplyr/plyr
  • Caret
  • Lubridate
  • E1071
  • Cluster/fpc
  • Data.table
  • Stats/utils
  • Ggplot/ggplot2
  • Glmnet

Module 5: Importing Data (Duration-1hr)

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

  • Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

  • Central Tendency
    • Mean
    • Median
    • Mode
    • Skewness
    • Normal Distribution
  •  Probability Basics
    • What does mean by probability?
    • Types of Probability
    • ODDS Ratio?
  • Standard Deviation
    • Data deviation & distribution
    • Variance
  • Bias variance Trade off
    • Underfitting
    • Overfitting
  • Distance metrics
    • Euclidean Distance
    • Manhattan Distance
  • Outlier analysis
    • What is an Outlier?
    • Inter Quartile Range
    • Box & whisker plot
    • Upper Whisker
    • Lower Whisker
    • Scatter plot
    • Cook’s Distance
  • Missing Value treatments
    • What is a NA?
    • Central Imputation
    • KNN imputation
    • Dummification
  • Correlation
    • Pearson correlation
    • Positive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

  • Classification
    • Confusion Matrix
    • Precision
    • Recall
    • Specificity
    • F1 Score
  • Regression
    • MSE
    • RMSE
    • MAPE

Module 9: Machine Learning

Module 10: Supervised Learning (Duration-6hrs)

  • Linear Regression
    • Linear Equation
    • Slope
    • Intercept
    • R square value
  •  Logistic regression
    • ODDS ratio
    • Probability of success
    • Probability of failure
    • ROC curve
    • Bias Variance Tradeoff

Module 11: Unsupervised Learning (Duration-4hrs)

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 12: Machine Learning using R (Duration-10hrs)

  • Linear Regression
  • Logistic Regression
  • K-Means
  • K-Means++
  • Hierarchical Clustering – Agglomerative
  • CART
  • 5.0
  • Random forest
  • Naïve Bayes

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Data Science Training Course in Gurgaon

Besant Technologies is one of the top-notch Data Science Training Institute in Gurgaon that is developed to learn various statistical method types and explore how to use them to create road maps, different business models, and business strategies for the organization growth. The Data Science Certification Training Course covers statistics, business aspects, Python/R, Machine Learning algorithms, and Tableau.

Once the candidate completes the Besant Technologies Data Science Classes in Gurgaon, they will be awarded the Data Science Online Course completion certification at the end of the course. The average salary of the Data Scientist in India is about 708,012 INR. Besant Technologies is one of the Best Data Science Training Institutes in Gurgaon that holds experienced data science professionals to train the candidates. All the trainers are skilled and possess a decade of experience in their respective fields.

Best Data Science Training Institute in Gurgaon

Besant Technologies is the Best Data Science Training in Gurgaon that provides a certification oriented Data Science Training Center in Gurgaon. The Data Science Online training course syllabus covered in the Data Science Course in Gurgaon is curated by experienced professionals who have every latest update on the data science field. The course modules of Data Science Certification Training Course is developed in the way the candidates can quickly clear the certification and the interview to get placed in top IT and MNC companies across the globe.

We are the best Data Science Training in Gurgaon that offers hands-on training and real-life based projects to the candidates. The Data Science Training Institute in Gurgaon also takes care of the placements for the candidates to help them with their future. We are the Best Data Science Training Institutes in Gurgaon that offers a cost-effective rate to the candidate when compared to other Data Science Training Center in Gurgaon.

About Data Science Course in Gurgaon

The Data Science Training in Gurgaon course modules contains important concepts to clear the data science certification. The Data Science Online training real-life industry projects and hands-on training helps to understand the data science concepts clearly. The Data Science Course in Gurgaon covers the technique used to offer essential data out of your unstructured and complex data. Data Science is touted as a vital element of the latest technologies like Artificial Intelligence and Machine Learning.

The Data Science Certification Training Course covers six crucial concepts, namely, Statistics & MySQL, Data Visualization, Natural Language Processing, Python, Machine Learning, and Deep Learning. Our Data Science Training in Gurgaon covers various real-time projects like face recognition, rental car sharing, chatbot development, handwriting recognition, and more.

The Data Science Certification Training Course also makes you an expert in data science fields by engaging in different real-life industry-based projects in various domains like entertainment, banking, e-commerce, finance, and more. The Data Science Training in Gurgaon also covers key concepts like data analysis, experimentation, data transformation, and evaluation in depth.

Why Learn Data Science?

Data Science is a critical field that results in various pathways. According to Harvard Business Review, data science has been declared as the Sexiest Job of the 21st century. Here are a few reasons stated why you should learn data science for your career.

  • Data Science stands to be the top profession in Glassdoor.
  • 80% of the top IT and MNC companies are making use of Data Science.
  • There are higher job opportunities available for Data Science in the industry. According to NASSCOM, there are more than 1.4 lakhs jobs vacant in AI, Big data, and data science roles.
  • Data analytics consultants, Big data engineers, data analysts, metrics, and analyst specialists are some of the top-most job titles in data science.
  • The demand for data science professionals has increased pay. According to Talent Supply Index, the need for professionals with data science experience has increased by 417% in India.
  • There is less competition in the market due to a lack of knowledge about data science across the techies.

What will you learn in this Data Science Training in Gurgaon?

The Data Science Course in Gurgaon covers both practical and theoretical concepts for the candidate in learning. The Data Science Training in Gurgaon is developed with multiple case studies and real-life projects so that the candidates learn the theory quickly and clear the certifications. The candidates will be able to perform the following aspects once they complete the Data Science Certification Training Course from Besant.

  • Gain knowledge of time series, logistic regression, and predictive modeling concepts.
  • Ability to understand text mining, linear regression, business analytics, correlation, business application & statistics, machine learning concepts, and more.
  • Make use of the different DPYR functions and apply functions, classification techniques, and hypothesis testing methods, clustering methods like DBSCAN, K-means, Python & Hadoop, R, and hierarchical clustering.
  • Able to create a roadmap for the company growth, create dashboards and reports to monitor the business performance.
  • Learn and make use of Apriori algorithms and association rules.
  • Master R programming and know-how different statements are getting executed.

Who should take up this Data Science Training and Certification Course in Gurgaon?

The demand for professionals with a competent data science certification is increasing across every industry. Professionals who wish to make a logical move in data science to improve their career can prefer the training. The Data Science Course in Gurgaon is suitable for

  • Six Sigma consultants and Software programmers
  • Mathematicians, Economists, and Statisticians
  • Professionals from domain who has analytical, mathematical, and logical skills.
  • People who work on data reporting and warehousing tools, Business Intelligence.
  • Professionals who work in business and data analytics and prefer to harness advanced data science.

What are the prerequisites for learning Data Science Certification Training Institute in Gurgaon?

The Data Science Training in Gurgaon holds the following prerequisites to learn the data science certification from Besant Technologies.

  • Understanding of data, logic/algorithms, statistics, programming, and business domain.
  • Familiarity with mathematical calculations and formulas is considered to be the added benefit.

Even though you don’t possess the above prerequisites, Besant Technologies, being the best Data Science Training Institute in Gurgaon, holds instructors who help the candidate to achieve a successful career in Informatica through the data science Online Course.

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Trainer Profile of Data Science Training in Gurgaon

Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.

  • More than 7+ Years of Experience.
  • Trained more than 2000+ students in a year.
  • Strong Theoretical & Practical Knowledge.
  • Certified Professionals with High Grade.
  • Well connected with Hiring HRs in multinational companies.
  • Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
  • Trainers have Experienced on multiple real-time projects in their Industries.
  • Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc

Corporate Training

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Data Science Exams & Certification

Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

Data Science Training in Gurgaon

Data Science Certification

The Data Science Certification Training Course is developed for clearing data science certification with real-world industry projects and hands-on training. The complete course content will help the candidate to get the best jobs in top IT and MNC companies. At the end of the Data Science Classes in Gurgaon, the candidates will be awarded a Data Science Online Course completion certificate. Top companies across the globe recognize the certificate. The data science certification from Besant Technologies will add weight to your portfolio.

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Data Science Training in Gurgaon

Key Features of Data Science Training in Gurgaon

30+ Hours Course Duration

100% Job Oriented Training

Industry Expert Faculties

Free Demo Class Available

Completed 800+ Batches

Certification Guidance

Group Discount

If you have Three or more people in your training we will be delighted to offer you a group discount.

Data Science Training in Gurgaon

Additional Information of Data Science Training in Gurgaon

Data Science Course Reviews

Varsha

Data Science Course in Gurgaon restarted my IT career after a long career break. I chose Besant Technologies, one of the best Data Science Training in Gurgaon, to learn the data science course. I need to make a special mention of the trainee who delivered me hands-on training and comprehensive case studies to understand the concepts easily. Thanks to the trainer!

Avanthika

I started being confident once I joined the Besant Technologies Data Science Course in Gurgaon. I had a complete understanding of the concepts through the practical and theoretical classes conducted.

Mohan

I have a fantastic job now, and this is complete because of the Besant Technologies trainers. The data science course from Besant Technologies contains the latest course modules, which helped to know about the trends in the data science field. This also helped me to clear the Data Science Certification Training and the interview quickly.

Priya Shri

I would recommend Besant Technologies to everyone as it is the best Data Science Training Institutes in Gurgaon. They have many case studies, real-life example projects, which helped me to learn the concepts easily.

Dhanush

It was enjoyable learning and experience from Besant Technologies trainers. The instructors hold the knowledge of data science and provided real-time examples. If you need to learn the latest technologies and cutting edge technologies in data science, I would recommend to try out the Data Science Course in Gurgaon

Training Courses Reviews

I would like to highlight a few points about my association with Besant Technologies. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it. The second upside is definitely the amount of friendliness in their approach. I and my fellow mates always felt welcome whenever we had doubts. Thirdly, Besant offers extra support to students with a weaker understanding of the field of IT.

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Siva Kumar

When I joined Besant Technologies, I didn’t really expect a lot from it, to be extremely honest. But as time went by, I realised I got from Besant Technologies exactly what I wanted- a healthy environment for learning. Cordial teachers and their valuable lectures make understanding things so much easy. I thank Besant for having been so supportive throughout the course.

D

Daniel

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Frequently Asked Questions

Call now: +91-9707 250 260 and know the exciting offers available for you!

Besant Technologies offers 250+ IT training courses in more than 20+ branches all over India with 10+ years of Experienced Expert level Trainers.

  • Fully hands-on training
  • 30+ hours course duration
  • Industry expert faculties
  • Completed 1500+ batches
  • 100% job oriented training
  • Certification guidance
  • Own course materials
  • Resume editing
  • Interview preparation
  • Affordable fees structure

Besant Technologies is the Legend in offering placement to the students. Please visit our Placed Students List on our website.

  • More than 2000+ students placed in last year.
  • We have a dedicated placement portal which caters to the needs of the students during placements.
  • Besant Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
  • 92% percent placement record
  • 1000+ interviews organized

  • Our trainers are more than 10+ years of experience in course relavent technologies.
  • Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
  • Trainers have experienced on multiple real-time projects in their industries.
  • Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
  • Trained more than 2000+ students in a year.
  • Strong theoretical & practical knowledge.
  • Are certified professionals with high grade.
  • Are well connected with hiring HRs in multinational companies.

No worries. Besant technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.

Besant Technologies provides many suitable modes of training to the students like

  • Classroom training
  • One to One training
  • Fast track training
  • Live Instructor LED Online training
  • Customized training

You will receive Besant Technologies globally recognized course completion certification.

Yes, Besant Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.

We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc.

Please Contact our course advisor+91-9677 266 800. Or you can share your queries through info@besanttechnologies.com

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