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Executive Development Program In Data Science Using Python, R & Excel

XLRI Jamshedpur

Executive Development Program In Data Science Using Python, R & Excel

Data Science

8-12 LPA

Average salary in this domain
20000+

Jobs open every year in this domain

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About this course

Today every business is trying to engage with data science in one form or another. Unfortunately, very few businesses have been able to even grasp the idea of what constitutes data science, let alone a useful or profitable implementation of the same. The phrase - data science triggers thoughts on related terms like business analytics, operations research, business intelligence, competitive intelligence, data analysis and modeling, etc. In addition, the latest craze doing the rounds is big data analytics. No wonder an average business manager is utterly confused about how to start introducing data science in the organization. Meanwhile, popular press keeps exhorting managers not to be late in embracing data science. The consequence is that business managers employ technical solutions without having a good idea of how data science can actually add value to their businesses.

To preside over a successful implementation of data science in the organization the managers must have a good understanding of the basics, and it is quite impossible to get a feel of data science without getting one’s hands dirty. This course is an entirely hands-on approach to data science where participants would be working with data sets to generate insights for businesses. The tools that we will use are Python, R and Excel.

The objective of this course is to introduce participants to the world of data science and who have not got a foothold into the techniques. The purpose of this course is to strip away all the distractions around data science – codes, tools, etc., and teach the techniques using practical cases that can be understood and appreciated by someone with an elementary knowledge of mathematics.

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Text Analysis
Cloud Computing using AWS and GCP
Data Visualization
Time Series Forecasting
Machine Learning Models

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Key skills you’ll learn

Programming skills
Data visualization
Statistical skills
Excel, Python, and R

Program Starts Soon

Most suited for

Managers & Leaders, Young Professionals, Executives with Analytical Aptitude, Individuals who aspire for a career in business analytics

Job Opportunities

Data Analyst, Data Scientist, Data Engineer, Data Architect

Benefits for All Students

Opportunity to earn Certificate from XLRI on Course Completion

Hands-on approch to DS using tools like Python, R and Excel

Learn to employ technical solutions with help of data science and generate insights to add value to the businesses.

Lectures imparted by eminent faculty from XLRI and Industry experts

Strip away all the distractions around data science and understand its value as a new-age crucial business function

Gain exposure to building models in Machine Learning, Deep Learning and understand how models apply in different functional areas of Management

Talentedge’s Cloud Campus access having course presentations, projects, case studies, assignments, and other reference materials as applicable for specified courses.

Opportunity to earn Certificate from XLRI on Course Completion

Hands-on approch to DS using tools like Python, R and Excel

Learn to employ technical solutions with help of data science and generate insights to add value to the businesses.

Lectures imparted by eminent faculty from XLRI and Industry experts

Strip away all the distractions around data science and understand its value as a new-age crucial business function

Gain exposure to building models in Machine Learning, Deep Learning and understand how models apply in different functional areas of Management

Talentedge’s Cloud Campus access having course presentations, projects, case studies, assignments, and other reference materials as applicable for specified courses.

Are You Eligible?

Education

For Indian Participants – Graduates (10+2+3) or Diploma Holders (only 10+2+3) from a recognized university (UGC/AICTE/DEC/AIU/State Government) in any discipline
For International Participants – Graduation or equivalent degree from any recognized University or Institution in their respective country
Proficiency in English, spoken & written is mandatory

Prerequisites

Mathematics as a subject up to Class XII
Familiarity with Python and R is desirable but not mandatory
Knowledge of basic programming concepts will be beneficial
This course is entirely hands-on, and so it is recommended, though not a necessity, that students have two devices – one to follow the lecture and the other for hands-on practice on Python and R (laptop/desktop)

Syllabus at a Glance

Installing R, Python, Jupyter Notebook and R Studio
Basic Data Structures in Python and R
Writing Functions
Use of Loops
Use of R and Python using cloud option

Important Functions in Excel
Optimization Using Solver

Important Data Sources
Scrapping Data from Websites

Managing missing data
Managing outliers
Removing duplicate rows
Making Data Tidy

Introduction to SQL
Accessing Data in R/Python using SQL Queries
Using BigQuery to run SQL queries

Visualizing Data

Cleaning Text
Text Representation
Sentiment Analysis

Time Series Forecasting
Forecasting using Prophet

Understanding the Maths of Machine Learning
Building Machine Learning Models (Regression and Classification)
Hyperparameter Tuning
AutoML

Building recommendation models
Segmenting customers using cluster analysis

Understanding the Maths of Deep Learning
Building a Deep Learning Model to Predict Stock Prices

Using AWS and GCP in Data Science

Installing R, Python, Jupyter Notebook and R Studio
Basic Data Structures in Python and R
Writing Functions
Use of Loops
Use of R and Python using cloud option

Important Functions in Excel
Optimization Using Solver

Important Data Sources
Scrapping Data from Websites

Managing missing data
Managing outliers
Removing duplicate rows
Making Data Tidy

Introduction to SQL
Accessing Data in R/Python using SQL Queries
Using BigQuery to run SQL queries

Visualizing Data

Cleaning Text
Text Representation
Sentiment Analysis

Time Series Forecasting
Forecasting using Prophet

Understanding the Maths of Machine Learning
Building Machine Learning Models (Regression and Classification)
Hyperparameter Tuning
AutoML

Building recommendation models
Segmenting customers using cluster analysis

Understanding the Maths of Deep Learning
Building a Deep Learning Model to Predict Stock Prices

Using AWS and GCP in Data Science

Learn from the Best Faculty

Prof. Pitabas Mohanty

Fellow (IIM Bangalore), CFA (ICFAI), CWA, Fulbright Fellow (Stern School of Business, New York University)

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About The Institute

XLRI Jamshedpur

XLRI is one of India’s leading management school based in Jamshedpur, Jharkhand, India. Established in 1949 as the Xavier Labor Relations Institute, by Fr. Quinn Enright, XLRI is acknowledged as India’s oldest business management school.

XLRI with its single vision of Magis, i.e., pursuit of excellence, focuses on three areas: academic excellence, personal values and social concern. XLRI spares no effort to make its curriculum world-class and deliver it in the most effective manner. It constantly scans the developments in business and in society and tries to pro-act to meet the challenges. Its world-class faculty with its commitment and deep sense of service delivers the curriculum very effectively.

Consistently being acknowledged as the Best “HR Course” in Asia–Pacific, it has also been recognized for its research acumen by the London Business School and is ranked among top 5 research schools in India cutting across management and technical institutes.

XLRI features consistently among the top 5 business schools of the country. In 2012 XLRI was ranked No. 4 among top 75 B-schools in India across Private and Government sector by Outlook India. Among other rankings, it was ranked #5 by the 2012 edition of CNBC-TV18′ s Top B-Schools in India, #4 by the Business Today 50 best business schools of 2012, #3 by Business World B Schools Unplugged.

Fee Structure for

Instalment Schedule

Block Payment

INR 10000 + GST Due by: 16 Feb, 2023

Balance Payment

INR 90000 + GST Due by: 23 Feb, 2023

Pay for Total Amount

INR 100000 + GST Due by: 16, Feb, 2023

Cancellation Policy

Refund Policy

Students can claim a refund for the amount paid towards the program at any time before the batch commencement date by raising a request with their Student Relationship Manager. A processing fee of Rs. 10,000 will be levied. If less than Rs. 10,000 has been paid in total, the student shall not be eligible for any refund in such a case.
Students shall not be eligible for any refund under any circumstances if any such refund requests are raised after the batch commencement date, and students will continue to pay the EMI for the loan (if applicable), and such loan cannot be cancelled. This is also applicable for those students who could not complete their payment and could not be enrolled in the batch they opted for. However, students can raise a request for the pre-program deferral as per the policy given below for the same.

Deferral Policy: (Pre-Program Commencement)

If a student is unable to commence with the current batch due to unavoidable circumstances and requests a deferral before the cohort starts, we provide the opportunity for the student to defer to another batch.
However, the student will be required to pay 50% of the total course fee amount (inclusive of taxes) before the deferral can be approved. Until this is completed, the student will be assumed to be continuing in the same batch.
However, the student will be required to pay 50% of the total course fee amount (inclusive of taxes) before the deferral can be approved. Until this is completed, the student will be assumed to be continuing in the same batch.
The student has time until the current cohort launch date to make the payment of the 40% program fee, after which the deferral request will expire. Once the deferral window has expired and the student asks for a refund thereafter, the above-mentioned applicable refund policy will apply.
No additional deferral fee is required to be paid by the student in the above-given scenario.

Deferral Policy: (Post Program Commencement)

If a student is having severe issues dedicating time to the course, we provide the opportunity for the student to defer to another batch.
A student may request deferral to either of the scheduled cohorts beginning the following year from the batch start date of the student's initial batch only once.
The student will be required to pay a deferral fee of 10% of the total course fee (including taxes) along with the differential program fees between the two batches (if applicable). The deferral request will be approved once the deferral fee is paid. Until this is completed, the student will be assumed to be continuing in the same cohort.
The student will be required to pay a deferral fee of 10% of the total course fee (including taxes) along with the differential program fees between the two batches (if applicable). The deferral request will be approved once the deferral fee is paid. Until this is completed, the student will be assumed to be continuing in the same cohort.
If the student completes the deferral payment, the student’s login will be disabled, and the student will leave the deferred batch and start learning on the new batch from the last assignment that was graded in the deferred batch. All grades and progress up to that point will be carried over to the new cohort in their entirety.
The deferral can only be requested while the batch for which the student has enrolled is ongoing. Once the batch has been completed, deferral requests will not be entertained. For clarification, "batch completion" here shall mean the "last grace deadline" as communicated by Talentedge/upGrad
The deferral can only be requested while the batch for which the student has enrolled is ongoing. Once the batch has been completed, deferral requests will not be entertained. For clarification, "batch completion" here shall mean the "last grace deadline" as communicated by Talentedge/upGrad

All cases of deferral require explicit approval from the institution and will be accepted only if the institution agrees. In the event of non-agreement, we will follow the refund policy above.

Why Should You Join a Program Offered Through Talentedge?

95% Completion Rate
92% Satisfaction score
78% Referability
Live & Interactive Digital Learning
Convenient Schedules to Suit Working Professionals
Benefit from Talentedge’s Alumni Network
Practical/Hands-On Experiential Learning
Dedicated Student Support
Options for Loan Assistance

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Executive Development Program In Data Science Using Python, R & Excel

8-12 LPA

20000+

About this course

Get a deeper understanding of

Not sure if this is the right course for you?

Key skills you’ll learn

Program Starts Soon

Most suited for

Managers & Leaders, Young Professionals, Executives with Analytical Aptitude, Individuals who aspire for a career in business analytics

Job Opportunities

Data Analyst, Data Scientist, Data Engineer, Data Architect

Benefits for All Students

Get Certificate from XLRI

Learn Python, R and Excel

Work with data sets and generate business insights

Learn from the top faculty of XLRI

Competency in decoding the art of data science

Comprehend concepts like Deep Learning and application of DS in functional areas

Access to Cloud Campus

Are You Eligible?

Education

Syllabus at a Glance

Introduction to R & Python

Advanced Features in Excel

Sources of Data

Data Wrangling in R and Python

Introduction to SQL

Data Visualization

Text Analysis

Time Series Analysis

Supervised Machine Learning

Unsupervised Machine Learning

Deep Learning

Cloud Computing

Learn from the Best Faculty

Prof. Pitabas Mohanty

About The Institute

XLRI Jamshedpur

Fee Structure for

Instalment Schedule

Financial Aid

Application Process

Late Fees

Payment Terms

Cancellation Policy

Why Should You Join a Program Offered Through Talentedge?

Program Starts Soon

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