About the Program

This course prepares you for the role of Data Scientist by making you an expert in Statistics, Data Science, Big Data, R Programming, Python. There is an increasing demand for skilled data scientists across all industries, making this data science certification course well-suited for participants at all levels of experience.

The term “data scientist” is an industry recognized designation for a professional with deep analytics experience, industry knowledge, and skills. Our Data Science Masters Training will give hands-on experience to you to meet the demands of industry needs.

Classroom Batch Training

One To One Training

Online Training

Customized Training

Data Science Masters Program Training Key Features

  • 30+ Hours Course Duration
  • 100% Job Oriented Training
  • Industry Expert Faculties
  • Free Demo Class Available
  • Completed 500+ Batches
  • Certification Guidance

Batch Shedule for Data Science Masters Program

Besant Technologies provides flexible timings to all our students. Here are the Data Science Masters Program Shedule 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.

Data Science Masters Program Training Syllabus

Statistics Essentials for AnalyticsData Science With RData Science With PythonTableau Training

All the topics in the following section will explain the basis of what it is, which scenario you want to use, What math behind it, How to implement with an analytic tool, what inferences you are getting from the final result.

  • Understanding the Data
  • Probability and its Uses
  • Statistical Inference
  • Data Clustering
  • Testing the Data
  • Regression Modelling

Module 1: Introduction to R (Duration: 2Hrs)

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

Module 2: R Basics (Duration: 5Hrs)

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

Module 3: R Packages (Duration: 3Hrs)

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

Module 4: Machine Learning using R (Duration: 10Hrs)

  • Linear Regression
  • Logistic Regression
  • K-Means
  • K-Means++
  • Hierarchical Clustering – Agglomerative
  • CART
  • c5.0
  • Random forest
  • Naïve Bayes

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
    • 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: 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

Module 1: Tableau Course Material (Duration: 5Hrs)

  • Start Page
  • Show Me
  • Connecting to Excel Files
  • Connecting to Text Files
  • Connect to Microsoft SQL Server
  • Connecting to Microsoft Analysis Services
  • Creating and Removing Hierarchies
  • Bins
  • Joining Tables
  • Data Blending

Module 2: Learn Tableau Basic Reports (Duration: 5Hrs)

  • Parameters
  • Grouping Example 1
  • Grouping Example 2
  • Edit Groups
  • Set
  • Combined Sets
  • Creating a First Report
  • Data Labels
  • Create Folders
  • Sorting Data
  • Add Totals, Sub Totals and Grand Totals to Report

Module 3: Learn Tableau Charts (Duration: 4Hrs)

  • Area Chart
  • Bar Chart
  • Box Plot
  • Bubble Chart
  • Bump Chart
  • Bullet Graph
  • Circle Views
  • Dual Combination Chart
  • Dual Lines Chart
  • Funnel Chart
  • Traditional Funnel Charts
  • Gantt Chart
  • Grouped Bar or Side by Side Bars Chart
  • Heatmap
  • Highlight Table
  • Histogram
  • Cumulative Histogram
  • Line Chart
  • Lollipop Chart
  • Pareto Chart
  • Pie Chart
  • Scatter Plot
  • Stacked Bar Chart
  • Text Label
  • Tree Map
  • Word Cloud
  • Waterfall Chart

Module 4: Learn Tableau Advanced Reports (Duration: 6Hrs)

  • Dual Axis Reports
  • Blended Axis
  • Individual Axis
  • Add Reference Lines
  • Reference Bands
  • Reference Distributions
  • Basic Maps
  • Symbol Map
  • Use Google Maps
  • Mapbox Maps as a Background Map
  • WMS Server Map as a Background Map

Module 5: Learn Tableau Calculations & Filters (Duration: 6Hrs)

  • Calculated Fields
  • Basic Approach to Calculate Rank
  • Advanced Approach to Calculate Rank
  • Calculating Running Total
  • Filters Introduction
  • Quick Filters
  • Filters on Dimensions
  • Conditional Filters
  • Top and Bottom Filters
  • Filters on Measures
  • Context Filters
  • Slicing Fliters
  • Data Source Filters
  • Extract Filters

Module 6: Learn Tableau Dashboards (Duration :4Hrs)

  • Create a Dashboard
  • Format Dashboard Layout
  • Create a Device Preview of a Dashboard
  • Create Filters on Dashboard
  • Dashboard Objects
  • Create a Story

Data Science Masters Program Training FAQ


Why data cleaning plays a vital role in analysis?

Cleaning data from multiple sources to transform it into a format that data analysts or data scientists can work with is a cumbersome process because – as the number of data sources increases, the time take to clean the data increases exponentially due to the number of sources and the volume of data generated in these sources. It might take up to 80% of the time for just cleaning data making it a critical part of analysis task.

What is logistic regression? Or State an example when you have used logistic regression recently?

Logistic Regression often referred as logit model is a technique to predict the binary outcome from a linear combination of predictor variables. For example, if you want to predict whether a particular political leader will win the election or not. In this case, the outcome of prediction is binary i.e. 0 or 1 (Win/Lose). The predictor variables here would be the amount of money spent for election campaigning of a particular candidate, the amount of time spent in campaigning, etc.

What are Recommender Systems?

A subclass of information filtering systems that are meant to predict the preferences or ratings that a user would give to a product. Recommender systems are widely used in movies, news, research articles, products, social tags, music, etc.

What is Linear Regression?

Linear regression is a statistical technique where the score of a variable Y is predicted from the score of a second variable X. X is referred to as the predictor variable and Y as the criterion variable.

What is Interpolation and Extrapolation?

Estimating a value from 2 known values from a list of values is Interpolation. Extrapolation is approximating a value by extending a known set of values or facts.

Call now: +917550235061 or +917624941770 and know the exciting offers available for you!

Besant Technologies offers 250+ IT training course in more than 20+ branches with 10+ years 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. It has 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 relevant 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
  • 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 +919962528293, +917624941772.

Or you can share your queries through info@besanttechnologies.com

Data Science Masters Program Training Reviews

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Rishi Sinha 2 days ago

As per my experience in Besant I would like to say that they have very nice course curriculum designed as per market relevance and faculties are best in class...

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Venki 3 days ago

I wanted to build my career in IT. Hats-off to the trainers at the training centre. They provide complete assistance and always ready to guide...

K
Kunal Chowda 5 days ago

The course covered an incredible amount of ground in an amazingly short time. But the transitions from topic to topic were seamless, as each topic builds upon the previous one...

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Jawahar Kumar 1 day ago

i would refer my friends for any academic courses under Besant Technologies training institute for a best one. Thank you every one for the genuine co-operation...

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Harthik Aswin 2 days ago

There is a very good guidance for individuals. My trainers Doubts can be clarified thereby. The infrastructure of the institute is also pretty good...

S
Soumik Banerjee 4 days ago

Each and every point, topic covered systematically with correct flow. Regular batches conducted on time, no gaps, no leaves...

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Nandini Gowda 1 day ago

I could get a clear picture about the course and trainer was clearing each and every doubts which i was getting. And Besant Technologies is a very good platform...

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Lohith Kumar 2 days ago

Its a good Training institute for both freshers and for experienced people. Creates a good leaning environment and Faculties are well expertise in their domain...

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Veena Kg 4 days ago

Faculty is highly knowledgeable, experienced and possess high exposure. He answered all queries with lot of patience. Course got completed on time as promised. One of the best faculty I have ever seen...

F
Fanoos Hussein 1 day ago

Excellent coaching As well as good Placement support. I would strongly recommend you that this is one of the best training institute in Bangalore...

D
Desmond Correa 3 days ago

Faculty is very friendly and will go above and beyond to help out. The trainer Ram is very knowledgeable and has good industry practice. Overall a great experience!..

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Roopali Krishnappa 6 days ago

It was a great learning experience and has an added advantage of flexible timings. The guides are very helpful and cooperative...

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Abirami Subburaj 1 day ago

Hi, i finished my selenium training in this institute. Really superb training. Working persons and freshers easily can get real time knowledge here..

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Divya Kandhasamy rated as 5 days ago

Java course I had learned in your institute will be very much useful for me to improve my programing skills.Now,i get much more better confidence..

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Annamalai Malai 6 days ago

Training was really good with most of the concepts covered along with real time examples .doupts were clarified and also interview questions...

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Vel Murgan 1 day ago

The class was informative and easy to understand. One of the Best Android training institute in Marathahalli Besant Technologies..

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Jyotsna Viraktamath 2 days ago

Sessions were detailed oriented. Each and everything was explained in detail with examples. Completely it was practical sessions which I liked most..

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Swadhin Dhal 6 days ago

I was joined to Python training in Besant technologies under Anand Sir. The training was very good with good reasoning, practical problems and clearing all concepts .They also give practical experience..

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Deepan 1 day ago

HI i am Deepan. I completed my AWS Course in Besant Technologies Bangalore Indira Nagar branch. The training is really awesome. The trainer explained all the concepts in detailed manner. It really helpful for my project. Thanks to the trainer and the team of Besant Technologies.

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Sadhik 2 days ago

I did selenium course in Indira Nagar, Bangalore. The trainers are very helpful to complete my course with full knowledge. He explained all the concepts in different real time examples it really good to understand. Every project is really helpful to understand every concepts. Thanks for the best ever support given by the team of Besant Technologies

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Vivin 6 days ago

Hi i completed my Hadoop course in Indira Nagar. Trainer Mr.Karthick is a excellent trainer. He had good experience in Hadoop. All the concepts explained in both theoretical and practical manner. The doubt clearing session is very helpful to gain deep knowledge in Hadoop. Best hadoop training in bangalore.

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