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Upcoming Batch Schedule for Data Science Training in Pune

Besant Technologies provides flexible timings to all our students. Here are the Data Science Training Classes in Pune Schedule in our branches. 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
  • 21-10-2021 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per SessionGet Fees
  • 23-10-2021Sat (Sat - Sun)Weekend Batch11:00 AM (IST) (Class 3Hrs) / Per SessionGet Fees
Data Science Training in Pune

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Syllabus of Data Science Course in Pune

Module 1: Introduction to Data Science

  • 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

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

Module 3: Python Basics

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

Module 4: Python Packages

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

Module 5: Importing data

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

Module 6: Manipulating Data

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

Module 7: Statistics Basics

  • 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

  • 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

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

Module 11: Other Machine Learning algorithms

  • 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

Module 1: 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?

Module 2: Base SAS Fundamentals

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

Module 3: Data Access & Data Transformation

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

Module 4: Reading SAS data set

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

Module 5: Reading Excel worksheets

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

Module 6: 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)

Module 7: Writing to an External file

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

Module 8: 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

Module 9: Creating subset of observations using

  • Where condition
  • Conditional processing using: IF statements

Module 10: Processing Data Iteratively

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

Module 11: Summarizing data

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

Module 12: 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

Module 13: Restructuring a SAS data set

  • Rotating with the data step
  • Using the transpose procedure

Module 14: Combining SAS data sets

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

Module 15: SAS Access & SAS Connect

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

Module 16: Analysis & Presentation

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

Module 17: 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

Module 18: Generating Statistical Reports using

  • Regression proc
  • Uni/Multivariate proc
  • Anova proc

Module 19: 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

Module 20: SAS/SQL Programming

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

Module 21: 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

Module 22: Sub Queries

  • Non correlated sub queries
  • Correlated sub queries

Module 23: 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

Module 24: SET Operators

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

Module 25: 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

Module 26: 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

Module 27: 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

  • 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

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

Module 3: R Basics

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

Module 4: R Packages

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

Module 5: Importing Data

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

Module 6: Manipulating Data

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

Module 7: Statistics Basics

  • 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

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

Module 9: Machine Learning Module 10: Supervised Learning

  • 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

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

Module 12: Machine Learning using R

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

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

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

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Data Science Training in Pune

Best Data Science Training Institute in Pune

Besant Technologies is the best data science training institute in pune with an incredible increase of data in the present generation, Data Science has experienced tremendous acceptance. Over the years data science has become an essential inclusion in major sectors of land management, business analytics, and commerce sectors amongst others. The best part about Data Science is its ability to solve the arising issues and problems within a given file by utilizing data analysis and interpretation of different types of data. Since several fields have implemented data science in the recent past, it has attained excellent popularity. Data Science usually focuses on the utilization of statistical methodologies which are usually applied in a similar manner regardless of the field.

What is Data Science?

Data has always been an integral part of various fields. If we take a look at any industry data management has always been a task. Today, almost all industries are digitizing analog content that has been created over the years. Also, data collection from weblogs, sensors, mobile devices, and instruments have increased in the recent times. Believe it or not, there is a tremendous boom in new technologies which are emerging just to organize this avalanche of data. With the help of Data Science, the experts are able to identify the patterns and regularities in all types of data which lets the corporate create commercial as well as social value. It won’t be wrong to state that the data scientists are the future of the coming generation.

Today, most of the organizations accept the fact that their data is precious and needs to be preserved as securely as possible. This is the reason they are constantly hiring data science professionals to manage and access the data in a secure way. Because of the growing popularity of Data Science, the plethora of jobs has been created in the recent past. It is definitely a lucrative and fulfilling career for today’s youth and will continue to be the same for the coming generations. If you possess the passion to become a Data Scientist then you must get proper Data Science training in Pune from a recognized institute.

Why Should I take Data Science Training?

Data Science is being rapidly accepted by almost all the established and emerging industry. This has created a plethora of alluring job opportunities for the data scientist. The best part about attaining a Data Science certification is that one doesn’t need to go to full-time colleges to become a Data Scientist. They can rather choose a good institute and select convenient batches to attain a certification. Institutes like Besant Technologies also offer online data certification courses to the aspirants which can also be opted by working professionals.

If you are dicey whether or not to opt for Data Science training in Pune then you must read the advantages of this course below:

  • Believe it or not, today the economy is totally data driven. This has automatically created an opportunity for a data scientist who has the ability to drive the value of the hefty amount of data.
  • It lets you have a competitive edge over others and stay ahead in the race.
  • A report from TDWI mentions that “46% of organizations cite inadequate skills and employees for Big Data analytics”. Therefore a Data Science degree can help the companies to bridge the gap and inculcate the skills which the employees are lacking. Further, it helps the experienced employees grow in their career.
  • The massive growth across various industries well indicates that ample job opportunities have been created in many of the sectors.

Therefore, getting a certification opens several career paths for the aspirants and helps them in achieving great positions in the professional hierarchy where there is a wide scope for the data scientist. Aspirants can opt for Data Science training in pune at Besant Technologies as it has a powerful team of tutors offering the best training experience.

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Trainer Profile of Data Science Training in Pune

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

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

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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 Pune

Available Data Science Certifications

Following are the top Data Science certifications available across the world:

  • Applied AI with DeepLearning, IBM Watson IoT Data Science Certificate
  • Big Data Certification, UC San Diego Extension School
  • Certified Analytics Professional (CAP)
  • Cloudera Certified Associate – Data Analyst
  • Cloudera Certified Professional: CCP Data Engineer
  • Certification of Professional Achievement in Data Sciences, Columbia University
  • Certification in Data Science, Georgetown University School of Continuing Studies
  • Data Science Certificate, Harvard Extension School
  • Data Science A-Z: Real Life Data Science Exercises
  • Data Science for Executives, Columbia University
  • Dell EMC Proven Professional
  • Microsoft Certified Solutions Expert R
  • Microsoft Professional Program in Data Science
  • SAS Academy for Data Science
  • Springboard Introduction to Data Science

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Key Features of Data Science Training in Pune

Skill Level

Beginner

Duration

30 Hours

KeyFeatures

Total Learners

2245 Learners

Assignments

15 Hours

Group Discount

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

Besant Technologies

Additional Info of Data Science Training in Pune

Why Data Science training in Pune at Besant Technologies?

Data Science is been implemented in almost all sectors in some way or the other. Organizations nowadays believe in managing their data in a very structured manner so that extracting information becomes an easy task. This is the prime reason because of which demand for data scientists has grown considerably in the recent past. When we talk about Data Science Training in Pune, Besant technologies are known for imparting the best courses. The institute has highly qualified professionals who understand the difficulties which the students may face in understanding the intricate concepts and help them in overcoming their doubts. Besant Technologies presents a well-structured syllabus which lets the students understand each and every concept in a detailed manner. The best thing about opting for a data science course here is that the fee structure is much lower than other institutes in Pune.

So if you are focused enough to take up a Data science training in Pune then you don’t need to think twice. Besant Technologies is definitely your sure shot destination for attaining a certification. You can choose your nearest braches in pune.

Job Opportunities for Data Scientists

A data scientist possesses the ability to handle the most complex problems and is therefore considered as a vital component in the success of any business organization. According to a survey report data scientist jobs are increasing day by day.

  1. Several business sectors are offering bright career prospects to the students having data science certification.
  2. Most of the organizations are employing professionals who already possess data science certification rather than training their existing employees.
  3. Many of the top organizations across the world prefer skilled professionals having data science certification as they are said to add excellent value to their company as a whole and help in managing data efficiently.

Unlike other courses, this certification has very less competition. The main reason is the lack of awareness about this career option amongst the youngsters. So, if you want to stand out in your career and want to do something different and also earn well then opting for Data Science training in pune can prove to be a wise decision.

Training Courses Reviews

Data Science isn’t easy as it seems to be, but my tutors made it easy for me. I totally adore and respect my trainers for making my learning experience so wonderful.

R

Raja Gopal

When I heard about Besant Technologies I was not too sure about whether to take up the data science course or not but with due course of time I realized that I made the right choice by opting for this institute. I am a well trained Data Scientist today, all thanks to the team of trainers.

S

Satheesh

I totally enjoyed learning about Data Science here at Besant Technologies. My trainers were supportive enough to clarify all my doubts and also helped me in proving placement assistance.

K

Kumara Vel

I would always be thankful to the Besant team for providing me such extraordinary knowledge regarding Data Science. I am grateful to the team for helping me throughout my course period.

S

Sangeetha

Nothing can beat the tutors of Besant Technologies when it comes to Data Science training in Pune. I am a proud Data Scientist today and credit goes to the entire team.

G

Gayathri

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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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