Don't let the Lockdown slow you Down - Enroll Now and Get 3 Course at 24,999/- Only. Explore Now!
Data Science Training Course in Kolkata provides the best online training equipped by experienced industry experts. Data Science course in Kolkata lets you get expertise in Data analysis, Machine learning algorithms, R-Computing, Integrating R with Hadoop, Business analytics, K-means clustering, Naïve Bayes and many more through practical training Our definitive training lets you crash this Data Science Certification Post Graduate Exam quite easily. We promise you for 100% success to clear your certification exam.

Price

INR 21000 INR 15999

Have Queries? Ask our Experts

+91-9707250260

Available 24x7 for your queries

Price

INR 26000 INR 20999

Have Queries? Ask our Experts

+91-9707250260

Available 24x7 for your queries

Upcoming Batch Schedule for Data Science Training in Kolkata

Besant Technologies provides flexible timings to all our students. Here is the Data Science Training in Kolkata 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.

  • 25-10-2021 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 Course in Kolkata

Can’t find a batch you were looking for?

Data Science Course in Kolkata

Join One of the Leading Academy !

Be the Change you want to see in your life Career

Data Science Training in Kolkata Syllabus

Besant Technologies boasts of being the Best Data Science Training in Kolkata.  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

Answer 3 Simple Questions

Get upto 30%* Discount in all courses. Limited Offer. T&c Apply.

Take Part

Data Science Certification Training in Kolkata

This training led by a live instructor who possesses hands-on experience in training offers you the best training experience through innovative education. The average salary of a data scientist in Kolkata for a fresh data science professional maybe around 2,20,000 INR per annum and an experienced Data scientist could earn 8,80,677 INR per annum which is one of the highest-paid technology in IT industry. Utilize this excellent opportunity to kick start your career as a data scientist by learning Data Science Training Course in Kolkata through the best training practices.

About Data Science Training Course

Data Science Training Course in Kolkata is the comprehensive course packed with industry-oriented practical real-time training with 24/7 live support from industry experts. You will get step by step training to acquire in-depth knowledge in Data Science, Data acquisition and analytics, statistical learning, machine learning, life cycle, etc., You will be able to independently deploy scripts through R-Programming language. You will also learn data transformation, data analysis, various experiments, and its evaluations.

What will you learn in this Data Science training at Kolkata?

Data Science Certification Training in Kolkata is aided by an online live instructor who imparts a deep understanding of basics to advanced concepts of data science practically. Our live experts will provide you job oriented training and you will learn the following:

  • Basics of Data science to help you to work with various tools in order to handle larger and unstructured data
  • Knowledge on Statistical inference- terminologies used, probability, measures of centers and spread, Normal and Binary distributions
  • Understanding of data extraction, various types of data, data wrangling, data analysis, raw and processed data, data visualization, etc.,
  • In-depth knowledge of Machine learning categories, classification methods, supervised/unsupervised learning, linear/logical regression, etc.,
  • Understanding of text mining, time series, recommender engines, and Deep learning concepts.

What are the objectives of Data Science training course in Ahmedabad?

We primarily aim to explore your skills by educating innovatively through practical learning so as to help you to get placed with a top IT organization. We also offer placement assistance and job support to ensure your bright career as a data scientist. After completing this training, you will be able to:

  •  Gain proficiency in Data science life cycle and machine learning algorithms
  • Extract necessary information to apply them in product development, trend analysis, forecasting and decision making,
  • Gain insights on data visualization and optimization methods
  • Perform text mining and sentimental analysis over text data
  • Manage to work in real-life projects and learn to cope up with the industry demands through best practices.

Who should attend Data Science training in Kolkata?

Data science course has a great career scope and demand and pursuing certification successfully could help you posted as a data scientist with a leading IT MNC. The following candidates will be best suitable to attend Data science training in Kolkata:

  • Software Developers aiming to become a data scientist
  • Professionals who have exposure to the R programming language and willing to work with big data
  • BI professionals who intend to get knowledge Machine learning methods
  • Analytics professionals who were willing to understand Data science concepts
  • Any aspiring learner with willingness and passion to learn Data science

What are the prerequisites for taking this Data Science Course in Kolkata?

Learners need not possess any specific requirement to undergo Data science training in Kolkata. Still, learners with exposure to R programming language will be beneficial. All candidates who enroll will be attending our self-paced course to understand the basics of R programming.

What are the Data science job opportunities in Kolkata?

There are enormous job titles and functional areas who undergo Data science training. The career scope and demand for data science job opportunities are rapidly increasing. Employers grabbing data science professionals on a large scale in Kolkata. Our enhanced training with job support will help you to function in any of the following job roles:

  • Trainee Data Scientist
  • Data Engineer
  • Bioinformatics Scientist/Engineer
  • Data Scientist-Credit
  • Business Analyst

Why should you take this Data Science course in Kolkata?

The need for data collection and processing is a mandated requirement for any company. So, professionals with knowledge and experience in data handling will have a bright career in the IT industry. You should take this Data science course in Kolkata because:

  • We have enormous employment opportunities for Data scientists in India and abroad. As per the Naukri.com job site, more than 25000+ jobs available for Data science professions.
  • According to statistics, there were 2.3 million job requirements for Data science professionals in India. It was increased to 2.9 million in 2018.
  • In India, more than 50,000+ jobs in India for Data Science and Machine Learning professionals.
  • India contributes 12% of Open employment opportunities as per a recent study, which is a good sign compared to the rest of the world.
  • Companies’ inability to handle large amounts of data, the revised regulations of data privacy and substantially evolving data science opportunities clearly indicate the scope of data science.

Find Data Science Training in Other Regions

We support you to learn Data science from across various parts of the globe namely UK (London, Manchester, Edinburg), United States (New York, California, Florida), India (Bengaluru, Chennai, Kolkata), Japan and Singapore.

Features of Data Science Online Training:

Data Science has several features and benefits. Data Science exists everywhere around the corner because data exchange is everywhere. The contribution to Data science is inevitable. The features of learning Data Science were listed below:

Data Science has better business value. Data Science provides enhanced and quicker decision making. This will lead to many advantages namely enhanced operational efficiency, better profit, improved business performance, and quicker workflows.

  • Data Science provides enhanced risk analysis. With this feature, you can stay updated over the latest trends, social media feeds, news reports and many more. Data science also helps in promoting health tests for its customers and suppliers. With this, it is possible to analyze the risks and necessary actions could be taken through that.
  • Data science helps to identify and refine its target audiences precisely. To identify the demographics, the data from Google Analytics to Customer surveys have to be analyzed and refined. A Data science Engineer has to precisely identify the key groups by analyzing disparate sources of data. This will help to improve the profitability of organizations.
  • With Data Science, it is possible to recruit better in less time. With Big data, it is possible to process large amounts of resumes from various sources such as corporate databases, social media, various job sites, etc., Through this, it is possible to recruit the best candidate needed for your organization in lesser time.
  • It is possible to conduct data-driven aptitude tests, games, etc., through data mining.

Looking for Master your Skills? Enroll Now on Triple Course Offer & Start Learning at 24,999!

Explore Now

Trainer Profile of Certified Data Science Training

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

Data Science Training offers definitive training powered by well experienced live instructors currently serving for various top IT organizations. They are highly qualified, who help you to fulfill your dream jobs.

  • Our trainers are well experienced (10+ years)
  • Our trainers will educate you in real-time with real-world projects through practical learning methodologies
  • Our trainers provide you the best in class training complying current industry standards and needs
  • They will answer your queries every now and then to improve your interest and confidence in learning
  • They will help you to clear your certification quite easily and effortlessly. They will also provide placement oriented training to get placed.

Corporate Training

If you want to give the Trending technology experience to your esteemed employees, we are here to help you!

Besant Technologies

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 Course in Kolkata

Build your resume to the latest trend, and get a chance to know our Tie-Up Companies

Placed Student's list
Data Science Course in Kolkata

Key Features of Data Science Training in Kolkata

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 Course in Kolkata

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.

s

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

Get Placed Student's List

Get sample resume & tie-up companies Details

Besant Technologies

Video sharing Review

Watch the direct review of our students from Institute.

Besant Technologies

Reviews on Google

Know the valuable information about our business.

Besant Technologies

Social Media Review

Get to know what your connect friends think about us

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

Request a Callback
Scroll Up
Besant Technologies WhatsApp