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POST GRADUATE PROGRAM IN DATA SCIENCE

Data Science
Learn how to analyze and interpret data correctly.
 

Data Science

Data is the bedrock of innovation, but its value comes from the information data scientists can glean from it, and then act upon. Accelerate your profession in Data Science with the specific Data science Analytics program. Experience global-magnificence education by way of an enterprise leader at the maximum in-call for Data science capabilities. Benefit hands-on publicity to key technologies including Python, System Gaining Knowledge of, Statistics Visualization, Square and Synthetic Intelligence and come to be an professional information technological know-how professional today.

The data science practitioners are called data scientist that contains full-fledged knowledge and skills about pure science and computer science. Data scientists must know list
  • Can apply mathematics, stats, and scientific tactics
  • Have a hands-on range of tools and tactics for validating and forming data from SQL form towards data mining and from that to data integration methods.
  • Pulls out visions with the help of data using assumable analytics and AI along with machine learning and depth learning replicas.
  • Ability to write-down application that consists of data processing and data calculation
  • Explain and narrate the meaning of the result to the deciders and stakeholders in each level of technical knowledge and comprehension.
  • Helps to understand how these results can help in solving the business griefs.

Post Graduate Program in Data Science

The PGP-DS (submit Graduate software in facts technological know-how) gives you extensive coverage to fundamental ideas and techniques from Python, Exploratory records evaluation to machine getting to know, Deep studying and greater. Realistic labs and task paintings convey those thoughts to existence with our instructors and assistants to oversee you with the course.
Equip your profession with this commended PG program in Data Science know-how with Learn n lead and the crew.

AI and Machine Learning

Information Science and Artificial Intelligence have transformed the sector completely. Companies round the arena are leveraging artificial intelligence to keep away from repetitive obligations and improve purchaser experience. Robots are taking over the sector with the aid of typhoon and are continuously constructing intelligence comparable to human brains. Artificial Intelligence and Machine Learning are the very best paying jobs inside the world.

Why Data Science?

As in keeping with a current estimate, more than 90% of the businesses will use artificial intelligence in a single way or the alternative to construct or beautify their services and products. Those agencies are looking for folks that are skilled in facts technological know-how and AI. Regrettably, the enterprise are facing an acute shortage of tremendously skilled people to fill the void.




Why Data Science?
Data is the key to making good business decisions.

35%

Analytics professionals in India have a work experience of less than 3 years.


65%

Jobs are open for Data Science Professional candidates with 0-5 years experience.


3.7 Million

Global Estimate of 3.7 million job postings for analytics and data science roles.


30%

Indian data science work industry is growing at very healthy rate of 29.5 percent CAGR.


2023

India to become one of the top five markets for Big Data Professionals by 2023.

On the completion this program, you will:

In-depth knowledge of various latest technologies such as Python, Tableau, SQL

Hands on experience in various industry used ML techniques Regression, Predictive Modelling, Clustering, Time Series etc.

Learn how to use data modelling for solution of a business problem.

Hands on experience in data transformation operations.

You will find yourself good to go for multiple job roles like analyst, data engineer etc. within leading analytics companies.
 
data-sicence
Program Highlights
See which benefits you can derive by joining this program.

Online Program

12-month online program
Online Lab Sessions

Collaborations

Learn N Lead has collaboration with many eminent Universities
and Organizations across the Globe to exchange the knowledge.

Dedicated Placement Team

Industry leaders guidance for better aspects
Multiple mock interview sessions in between the program
Leading companies access for numerous opportunities

Become Job-ready

Practical knowledge enhanced by taking real world case studies
Get yourself ahead with knowledge of tools like Python, Tableau
Various industry leader sessions to get in-depth industry insights
Program Curriculum
An overview of what you will learn from this program.
Foundations
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
Data Analysis
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
Machine Learning Techniques
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
  • Hello World
  • Variables
  • Basic Arithmetic & logical operators (int, float)
  • Data Types – numbers, boolean & strings
  • Concat, Subset, Position, length etc.
  • If-else, loops
  • Logic Flowcharts (Intuitive understanding of code flow)
  • Pseudo Code
  • Basic Programming syntax
  • List, Tuples, Sets & Dictionaries ​
  • Default functions
  • Default methods
  • Intro​ to Conditional statements (if-else, elif), Nested Conditional in Python ​
  • Intro​ to Basic For, While Loops, Break in Python​
  • Convert pseudo codes from Day 1 into programs using Loops and if-else. ​
  • List Comprehension​
  • Use cases vs Loops
  • Write Programs including both loops and If-else
  • Practice list comprehensions
  • Lab Exercises
  • Exploring commonly used built in functions (min, max, sort etc.)
  • Programming user defined functions
  • Working with functions with and without arguments
  • Functions with return items
  • Understanding lambda functions
  • Overview of map, reduce and filter functions
Capstone Projects
Test your skills and mettle with a capstone project.

Retail


Techniques used: Market Basket Analysis, RFM (Recency-Frequency Monetary) , Time Series Forecasting


Insurance


Techniques used: NLP (Natural Language Processing), Vector Space Model, Latent Semantic Analysis


Web & Social Media


Techniques used: Topic Modeling using 9 Latent Dirichlet Allocation. K-Means & Hierarchical Clustering


E-commerce


Techniques used: Text Mining, Kmeans Clustering, Regression Trees, XGBoost, Neural Network




Finance & Accounts


Techniques used: Conditional Inference Tree, Logistic Regression, CART and Random Forest


Retail


Techniques used: Market Basket Analysis,
Brand Loyalty Analysis


Banking


Techniques used: Linear Discriminant Analysis, Logistic Regression, Neural Network, Boosting, Random Forest, CART

Entrepreneurship /Start Ups


Techniques used: Univariate and Bivariate Analysis, Multinomial Logistic Regression, Random Forest


Supply Chain


Techniques used: Text Mining, Kmeans Clustering, Regression Trees & Algorithms, XGBoost Clustering, Neural Network


Healthcare


Techniques used: Logistic Regression, Random Tree, ADA Boost, Random Forest, KSVM








































Why Learn N Lead
Enroll with India’s number one online educational course provider
 


USERS
27165+
 

TOP RANKED PROGRAMS
10+

 


INDUSTRY EXPERTS
500+
 

WORLD CLASS FACULTY
25+

Data Science Batch Profile
Experience Distribution
NEW1
Our students include freshers and experienced professionals from across industries, functions and backgrounds.
Placement Assistance*
Take advantage of Learn N Lead’s partnerships with India’s leading IT companies.

Opportunities with Leading Companies

Workshops on Resume Review

Career Guidance & Mentorship

Career Highlights
Take Advantage of various Job Roles after Data Science.
200+
Participating Companies



$122K PA

Average CTC



$250K

Highest CTC



87%

Average Salary Hike


Future of Data Science
Few highlights of data science future.
Hiring Partners
Learn N Lead promises a job at the end of the program.



How to Get Certified
Find the steps below to get certified.




Application Form


Apply by filling a simple online application form.






Application Shortlisting


Shortlisted candidates need to appear for an online aptitude test..





Application Review


Admissions committee will review and shortlist..






Application Finalization


Screening call with Alumni/ Faculty.

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FAQs
Find all the answers for your doubts.
What is the PGP in Data Science course from Learn N Lead and what makes it different from individual courses?

The course is carefully designed learning path that has been created by some of the leading industry experts. The structure of the course curriculum has been set up in a way that even a complete beginner to Data Science will be able to follow the course progression and understand all the course materials clearly. Our world-class instructors will ensure that you become a master of Data Science by the time you complete the course.

Can Learn N Lead provide the PGP in Data Science course at a location near me??

Our course content is intended to reach learners globally. Whether you reside in any country be it India, Canada, USA, Philippines, Singapore, Malaysia, Australia, or European countries like UK, Germany, Netherlands, Germany or somewhere else, you will be able to access our content 24/7, at any time of the day. The reason for this is that our content is available 100% online. You can access all of our content sitting at your home or office.

Can I ask for a support and doubt clearing session if I want to understand the topics at a deeper level?

Learn N Lead offers 24/7 query resolution and you can file a ticket with a dedicated support team at any time. We provide both email and video chat support for all the queries. If your query does not get resolved in a suitable amount of time through email, we will arrange live one on one sessions with our world-class instructors who would be more than happy to guide you through your doubts.

Does Learn N Lead provide any kind of job assistance?

Learn N Lead supports its learners by providing placement assistance to all learners who successfully complete the course and pass all the exams, projects, and assignments. We have partnerships with lots of MNCs and other top employers around the world. Through our networks of contacts, you can successfully land a job in several outstanding organizations and equally great enterprises. We also conduct several free seminars and workshops on how to create one’s resume and how to prepare for job interviews. We will also conduct counselling sessions which will be for Career mentoring and participating in Career fairs.

Is Data Scientist a good Career choice?

Data Science is in huge demand in many industries, ranging from IT to Finance to Ecommerce to Manufacturing to Healthcare to Retail. It is the fastest growing job on Linkedin and is predicted to create 11.5 million jobs by 2026. This makes Data Science a very lucrative career choice. Also, the number of people who actually possess the requisite skillsets to become a complete Data Scientist is very little. Thus, there is a high demand of Data Scientists but a low supply of qualified people. So Data Scientists can demand as big a salary as they want and the companies will have to comply with their demands.

What are the skills required to start a job in the field of Data Science?

The skills you will require to land a job in the field of Data Science are - Python Coding, Hadoop platform knowledge, SQL Database/Coding, working domain-specific knowledge of Machine Learning and AI, Data Visualization skills, Statistics, Multivariable Calculus and Linear Algebra.

What are the tools and technologies used to teach this PGP in Data Science course from Learn N Lead?

Python, Tableau, SQL..

What is the duration of this PGP in Data Science course?

The PGP in Data Science course from learn N Lead is a 12 month long online program.

Which topics are covered in the course curriculum of the PGP in Data Science course from Learn N Lead?

There are several topics pertinent to the field of Data Science which are covered in this PGP in Data Science course. Some of them are as follows – Regression, Predictive modelling, Clustering, Time Series Forecasting, Classification etc. There are exercises which require one to structure a business problem into an analytics framework using Statistics and Data Modelling. There are also data cleaning, data transformation, Deep learning, and Natural Language Processing (NLP) topics.

Which sectors are the capstone projects based on?

Retail, Web and Social Media, Supply Chain, Entrepreneurship, E-commerce, Banking, Healthcare, Insurance, Finance and Accounts etc.

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