# data[].attributes.body
A comprehensive resource for information on data science courses, training, and career opportunities in Bangalore.

# data[].attributes.attachment_link.title
data science course in bangalore|data analyst course in bangalore

# data[].attributes.attachment_link.description
"Explore the best data science courses in Bangalore to kickstart your career. Find expert-led classes & hands-on training. Enroll today!

# data[].attributes.body
A comprehensive data science course offering hands-on training and placement assistance in Bangalore.

# data[].attributes.attachment_link.readable_text
In association with :

Classroom

*As per Govt of India Covid regulations

Only 40% of Occupancy will be available for Classroom

Seats will be filled based on First come First serve basis

Avail Monthly EMI At Zero Interest Rate On All Major Credit Cards

Faculty are working Data Scientists, Alumni of IIT, IIM, ISB & PhD qualified

Assured Placement Support through dedicated Placement Cell

Steinbeis Certification Cost is Additional

Upcoming Batches

Show All Batches Enroll Now

Live Virtual Classroom

Avail Monthly EMI At Zero Interest Rate On All Major Credit Cards

Faculty are working Data Scientists, Alumni of IIT, IIM, ISB & PhD qualified

Assured Placement Support through dedicated Placement Cell

Steinbeis Certification Cost is Additional

Upcoming Batches

Show All Batches Enroll Now

Combo Offer

Data Analyst + Data Science

Data Science + AWS

Data Science + Data Analyst + AWS

Upcoming Batches

Enquire Now Enroll Now

Course Description

Data Science Certification from SGIT, Steinbeis University, Germany:

Accelerate your career with Data Science certification from SGIT, Steinbeis University Germany , one of the leading universities in Germany. This course is a perfect blend of theory, case studies and capstone projects. The course curriculum has been designed by Steinbeis University and considered to be the best in the industry. Get noticed by recruiters across the globe with the international certification. Post certification one will gain the alumnus status in Steinbeis University.

What is the certification process?

Post completion of the training, one should take an online examination facilitated by the university and should attain 60% or more to complete the course and gain the certification. Subsequently participants can check their alumnus status on SGIT , Steinbeis Global Institute Tübingen.

Data Science Course Training In Bangalore

ExcelR offers Data Science course in Bangalore, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer. Skills and tools ranging from Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning,Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, R Studio, Tableau, Spark, Hadoop, programming languages like R programming, Python are covered extensively as part of this Data Science training. ExcelR is considered as the best Data Science training institute in Bangalore which offers services from training to placement as part of the Data Science training program with over 400+ participants placed in various multinational companies including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR imparts the best Data Science training in Bangalore and considered to be the best in the industry.

Why Should You Choose ExcelR For Data Science Training In Bangalore?

If you are serious about a career pertaining to Data science, then you are at the right place. ExcelR is considered to be one of the best Data Science training institutes in Bangalore. We have built careers of thousands of Data Science professionals in various MNCs in India and abroad. "Training to Job Placement" - is our niche. We do the necessary hand-holding until you are placed. Our expert trainers will help you with upskilling the concepts, to complete the assignments and live projects.

ExcelR has a dedicated placement cell and has partnered with 150+ corporates which will facilitate the interviews and help the participants in getting placed. ExcelR is the training delivery partner in the space of Data Science for 5 universities and 40+ premier educational institutions like IIM, BITS Pilani, Woxen School of Business, University of Malaysia, etc. Faculty is our strength. All of our trainers are working as Data Scientists with over 15+ years of professional experience. Majority of our trainers are alumni of IIT, ISB and IIM and a few of them are PhD professionals. Owing to our faculty, ExcelR's certification is considered to be the best Data Science certification offered in this space. ExcelR offers a blended learning model where participants can avail themselves classroom, instructor-led online sessions and e-learning (recorded sessions) with a single enrollment. A combination of these three modes of learning will produce a synergistic impact on learning. One can attend an unlimited number of instructor-led online sessions from different trainers for 1 year at no additional cost. No wonder ExcelR is regarded as the best Data Science training institute in Bangalore to master Data Science concepts and crack a job. Owing to ExcelR's meticulous curriculum, top notch faculty, ExcelR's Data Scientist course is considered to be one of the best in the market.

What Is Data Science? Who Is Data Scientist?

Data Science is all about mining hidden insights of data pertaining to trends, behaviour, interpretation and inferences to enable informed decisions to support the business. The professionals who perform these activities are said to be a Data Scientist / Science professional. Data Science is the most high-in-demand profession and as per Harvard and the most sort after profession in the world. No wonder Data Scientist course is one of the most sought after courses in Bangalore pertaining to trending technologies.

Why One Should Take The Data Science Course?

Is Data Science certification being worth pursuing as a career?

The answer is a big YES for myriad reasons. Digitalization across the domains is creating tons of data and the demand for the Data Science professionals who can evaluate and extract meaningful insights is increasing and creating millions of jobs in the space of Data Science. There is a huge void between the demand and supply and thereby creating ample job opportunities and salaries. Data Scientists are considered to be the highest in the job market. Data Scientist career path is long-lasting and rewarding as the data generation is increasing by leaps and bounds and the need for the Data Science professionals will increase perpetually.

1.4 Lakh jobs are vacant in Data Science, Artificial Intelligence and Big Data roles according to NASSCOM

The world will notice a deficit of 2.3 Lakh Data Science professionals by 2021

The Demand for Data Scientist professionals has increased by 417% in the year 2018, in India, as per the Talent Supply Index

Data Science is the best job to pursue according to Glassdoor 2018 rankings

Harvard Business Review stated that 'Data Scientist is the sexiest job of the 21st century'

You May Question If Data Science Certification Is Worth It?

The answer is yes. Data Science / Analytics creating myriad jobs in all the domains across the globe. Business organizations realised the value of analysing the historical data in order to make informed decisions and improve their business. Digitalization in all the walks of the business is helping them to generate the data and enabling the analysis of the data. This is helping to create myriad data science/analytics job opportunities in this space. The void between the demand and supply for the Data Scientists is huge and hence the salaries pertaining to Data Science are sky high and considered to be the best in the industry. Data Scientist career path is long and lucrative as the generation of online data is perpetual and growing in the future.

Why ExcelR Is The Best Data Science Training Institute In Bangalore?

ExcelR offers the best Data Science certification online training in Bangalore along with classroom and self-paced e-learning certification courses. The complete Data Science course details can be found in our course agenda on this page.

Who Should Do The Data Science Course?

Professionals who can consider Data Science course as a next logical move to enhance in their careers include:

Professional from any domain who has logical, mathematical and analytical skills

Professionals working on Business intelligence, Data Warehousing and reporting tools

Statisticians, Economists, Mathematicians

Software programmers

Business analysts

Six Sigma consultants

Fresher from any stream with good Analytical and logical skills

Interview Preparation Sessions

Participants who have completed the Data Science course training and the projects will be put under our Placement Incubation Program. As part of this program, participants will undergo a thorough interview preparation process on Data Science. A huge repository of Data Science Interview questions with answers will be provided for the participants to prepare. A dedicated Data Science Subject Matter Expert (SME) will help in resume building, conduct mock interviews and evaluate each participant's knowledge, expertise and provide feedback. Our SMEs will do the necessary handholding on interview preparation process till the time the participant is placed. Guidance is also provided on Linkedin profile building and tricks of the trade to improve the marketability of the resume. - ExcelR Management

Course Curriculum

Description: Learn about the other moments of business decision as part of Statistical Analysis. Learn more about Visual data representation and graphical techniques. Learn about Python, R programming with respect to Data Science and Machine Learning. Understand how to work with different Python IDE and Python programming examples.
Topics

Data Types

Measure Of central tendency

Measures of Dispersion

Graphical Techniques

Skewness & Kurtosis

Box Plot

R

R Studio

Descriptive Stats in R

Python (Installation and basic commands) and Libraries

Jupyter note book

Set up Github

Descriptive Stats in Python

Pandas and Matplotlib / Seaborn

Topics

Random Variable

Probability

Probility Distribution

Normal Distribution

SND

Expected Value

Sampling Funnel

Sampling Variation

CLT

Confidence interval

Assignments Session-1 (1 hr)

Introduction to Hypothesis Testing

Anova and Chisquare case studies

Description: Learn about Linear Regression, components of Linear Regression viz regression line, Linear Regression calculator, Linear Regression equation. Get introduced to Linear Regression analysis, Multiple Linear Regression and Linear Regression examples.
Topics

Description: Learn about the Multiple Logistic Regression and understand the Regression Analysis, Probability measures and its interpretation. Know what is a confusion matrix and its elements. Get introduced to "Cut off value" estimation using ROC curve. Work with gain chart and lift chart.
Topics

Multiple Logistic Regression

Confusion matrix

False Positive, False Negative

True Positive, True Negative

Sensitivity, Recall, Specificity, F1 score

Receiver operating characteristics curve (ROC curve)

Description: Learn deployment using Rshiny and streamlit in R and python
Topics

Description: As part of Data Mining Unsupervised get introduced to various clustering algorithms, learn about Hierarchial clustering, K means clustering using clustering examples and know what clustering machine learning is all about.
Topics

Supervised vs Unsupervised learning

Data Mining Process

Hierarchical Clustering / Agglomerative Clustering

Measure of distance

Numeric - Euclidean, Manhattan, Mahalanobis

Categorical - Binary Euclidean, Simple Matching Coefficient, Jaquard's Coefficient

Mixed - Gower's General Dissimilarity Coefficient

Types of Linkages

Single Linkage / Nearest Neighbour

Complete Linkage / Farthest Neighbour

Average Linkage

Centroid Linkage

Visualization of clustering algorithm using Dendrogram

K-Means
Description: In this continuation lecture learn about K means Clustering, Clustering ratio and various clustering metrics. Get introduced to methods of making optimum clusters.
Topics DBSCAN
Description: Introduction to Density based clustering method
Topics

Description: Learn about how to handle categorical data using different methods
Topics

Encoding Methods

OHE

Label Encoders

Outlier detection-Isolation Fores

Predictive power Score

Description: It helps in reducing overfitting , training time and it improves accuracy
Topics

Recurcive Feature Elimination

PCA

Description: Here you are going to learn what are they ways to improve the models interms of accuracy and reducing overfitting ( Bias vs Variance )
Topics

Lasso Regression

Ridge Regression

Description: Text mining or Text data mining is one of the wide spectrum of tools for analyzing unstructured data. As a part of this course, learn about Text analytics, the various text mining techniques, its application, text mining algorithms and sentiment analysis.
Topics

Sources of data

Bag of words

Pre-processing, corpus Document-Term Matrix (DTM) and TDM

Word Clouds

Corpus level word clouds

Sentiment Analysis

Positive Word clouds

Negative word clouds

Unigram, Bigram, Trigram

Vector space Modelling

Word embedding

Document Similarity using Cosine similarity

Description: Learn how to extract data from Social Media, download user reviews from E-commerce and Travel websites. Generate various visualizations using the downloaded data.
Topics

Extract Tweets from Twitter

Extract user reviews of the products from Amazon, Snapdeal and TripAdvisor

Description: Learn how to perform text analytics using Python and work with various libraries that aid in data extraction, text mining, sentiment analysis and
Topics

Install Libraries from Shell

Extraction and text analytics in Python

Description: Natural language processing applications are in great demand now and various natural language processing projects are being taken up. As part of this tutorial, learn about Natural language and 'Natural language understanding'.
Topics

Sentiment Extraction

Lexicons and Emotion Mining

Description: Forecasting or Time Series Analysis is an important component in analytics. Here, get to know the various forecasting methods, forecasting techniques and business forecasting techniques. Get introduced to the time series components and the various time series analysis using time series examples.
Topics

Introduction to time series data

Steps of forecasting

Components of time series data

Scatter plot and Time Plot

Lag Plot

ACF - Auto-Correlation Function / Correlogram

Visualization principles

Naive forecast methods

Errors in forecast and its metrics

Model-Based approaches

AR (Auto-Regressive) model for errors

Random walk

ARMA (Auto-Regressive Moving Average), Order p and q

ARIMA (Auto-Regressive Integrated Moving Average), Order p, d and q

Data-driven approach to forecasting

Smoothing techniques

Moving Average

Simple Exponential Smoothing

Holts / Double Exponential Smoothing

Winters / HoltWinters

De-seasoning and de-trending

Forecasting using Python and R

Concept with a business case

End to End project Description with deployment using R and Python

Assignments/Projects/Placement Support

Basic Statistics

Data types Identification and probability

Expected values, Measures of central tendencies

Skewness and Kurtosis & Boxplot

Practice Mean, Median, Varience, Standard Deviation and Graphical representations in R

Creating Python Objects

Practice Mean, Median, Varience, Standard Deviation and Graphical representations in Python

Confidence intervals and distributions

Linear regression

Prediction of weight based on Calories consumed

Delivery Time period Vs Sorting time

Employee Churn rate Vs Salary

Salary Prediction

R shiny and Flask
Practice R shiny and Python Flask for Linear Regression assignments

Multiple Linear Regression

50 startups case study

Computer data Case study

Toyota Corolla

Multinomial Regression
Student Program Case study

PCA
Dimension Reduction for Wine data

Network Analytics
Node Properties practice in R

Association Rules

Association Rules for Book store

Association Rules for Mobile store

Association Rules for Retail Transactions

Recommendation Engine
Recommend Jokes for subscribers

Text mining
Sentiment Analysis on extracted data

NLP
Emotion mining by extracting a speech or novel from web

Naive Bayes
Spam and Ham classifications

XGB and GLM

Lasso and Ridge Regression
Practice Lasso and Ridge with multiple Linear Assignments

ANN

SVM
Classification of Alphabets

Survival analysis
Prediction of Patient survival probability

Resume Preparation

Interview Support

Value added courses
Introduction to R Programming

Introduction to R

Data Types in R

How To Install R & R Studio Data Structures in R

Variable in R

Conditiional Statement

Decision Making

IF Statement

IF-Else Statement

Nested IF-Else Statement

Switch Statement

Loops

While Loop

Repeat Loop

For Loop

Strings

Functions

User-defined Function

Calling a Function

Calling a Function without an Argument

Calling a Function with an Argument

Programming Statistical How to Import Dataset in R R-Packages How to Integrate R and SQL How to Get Data From SQL to R

Introduction

Python Introduction - Programing Cycle of Python

Python IDE and Jupyter notebook

Variables Code Practice Platform

create , insert , update and delete operation , Handling erros
Operators

Operator -Arthmatic ,comparison , Assignment ,Logical , Bitwise opeartor

Decision making - Loops

Loops Sting

Strings- Escape char, String special Operator , String formatting Operator

Build in string methods - center(), count()decode(), encode()

List

Python List - Accessing values in list, Delete list elements , Indexing slicing & Matrices

Built in Function - cmp(), len(), min(), max(), list comprehension

Tuples

Tuples - Accessing values in Tuples, Delete Tuples elements , Indexing slicing & Matrices

Built in tuples functions - cmp(), len ()

Dictionary Function Modules Files Directories

mkdir methid, chdir () method , getcwd method , rm dir
Exception Handling

Exception handling - List of exceptions - Try and exception

Try- finally clause and user defined exceptions

OOP

OOP concepts , class , objects , Inheritance

Overriding methods like _init_, Overloading operators , Data hiding

Regular Expressions

match function , search function , matching vs searching

Regular exp modifiers and patterns

SQLite and My SQL Framework

Introduction to What is DataBase

Difference between SQL and NOSQL DB

How to Install MYSQL and Workbench

Connecting to DB

Creating to DB

What are the Languages inside SQL How to Create Tables inside DB and Inserting the Records

Select statement and using Queries for seeing your data

Joining 2 tables

Where clause usage

Indexes and views

Different operations in SQL

How to Connect to your applications from MYSQL includes R and Python

What is Data Visualization? Tableau - Data Visualization Tool Tableau User Interface

Understanding about Data Types and Visual Cues
Basic Chart types Intermediate Chart Advanced Charts

Bullet Chart

Scatter Plot

Introduction to Correlation Analysis

Introduction to Regression Analysis

Trendlines

Histograms

Bin Sizes in Tableau

Box Plot

Pareto Chart

Donut Chart, Word Cloud

Forecasting ( Predictive Analysis)

Maps in Tableau Adding Background Image Data Connectivity in-depth understanding Creating Calculated Fields

Logical Functions

Case-If Function

ZN Function

Else-If Function

Ad-Hoc Calculations

Quick Table Calculations

Level of Detail (LoD)

Fixed LoD

Include LoD

Exclude LoD

Responsive Tool Tips Connecting Tableau with Tableau Server Connecting Tableau with R

Introduction to Neural Network & Deep Learning Topics

Introduction

Deep Learning Importance [Strength & Limitation]

SP | MLP

Neural Network Overview

Neural Network Representation

Activation Function

Loss Function

Importance of Non-linear Activation Function

Gradient Descent for Neural Network

Parameter & Hyper parameter Topics CNN Topics RNN Topics

Introduction to ChatGPT and AI Types of AI and Chatgpt architecture ChatGPT Functionalities and Applications ChatGPT Prompt Engineering

Contact Our Team of Experts

Participants Placed Through ExcelR

Global Presence

ExcelR is a training and consulting firm with its global headquarters in Houston, Texas, USA. Alongside to catering to the tailored needs of students, professionals, corporates and educational institutions across multiple locations, ExcelR opened its offices in multiple strategic locations such as Australia, Malaysia for the ASEAN market, Canada, UK, Romania taking into account the Eastern Europe and South Africa. In addition to these offices, ExcelR believes in building and nurturing future entrepreneurs through its Franchise verticals and hence has awarded in excess of 30 franchises across the globe. This ensures that our quality education and related services reach out to all corners of the world. Furthermore, this resonates with our global strategy of catering to the needs of bridging the gap between the industry and academia globally.

# data[].attributes.attachment_link.title
Data Science Course Training in Bangalore [with JobAssist*] | ExcelR

# data[].attributes.attachment_link.description
Enroll for Data Science Course & Certification in Bangalore from ExcelR . This Data Scientist training in Bangalore will give you hands-on experience with technologies and job assistance.

# data[].attributes.headline
360DigiTMG Data Science Training in Bangalore

# data[].attributes.subject
360DigiTMG Data Science Training in Bangalore

# data[].attributes.body
An industry-oriented data science and data analyst course with a focus on practical skills and job placement.

# data[].attributes.attachment_link.title
Best Data Science Course Training Institute in Bangalore | 360DigiTMG

# data[].attributes.attachment_link.description
Best data science course training institute in Bangalore. 360DigiTMG provides the best Online/Classroom data science course training in Bangalore with Real-time faculty, Course Material, 100% Job placement. Enroll Now!