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Data Science Course in Ludhiana by IIT Madras

5 ( 591 ) Ratings

Data Science through industry-grade training that includes 1:1 doubt clearing sessions, 24*7 technical support, job assistance, and gain expertise in AI, ML and Predictive algorithms, Python for Data Science, Git, Statistics, Deploying ML models in the cloud, and Data Analytics from the expert faculties of IIT Madras and other leading industry experts. At the end of the training, you get a chance to work on a top project that will test your depth of understanding. Get the most of the course by enrollingRead More..

Ranked #1 Data Science Program by India TV

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Key Highlights

100 Hrs Instructor Led Training
218 Hrs Self-paced Videos
200 Hrs Project & Exercises
Learn from IIT Madras Faculty & Industry Practitioners
1:1 with Industry Mentors
3 Guaranteed Interviews by Intellipaat
24*7 Support
No Cost EMI Option
Intellipaat-Key-Features
Intellipaat-Key-Features
Intellipaat-Key-Features

Data Science Course Overview

This Data Science training in Ludhiana by IIT Madras helps you gain knowledge in data exploration, visualization, analysis, and manipulation, Machine Learning, statistics, predictive modeling, supervised and unsupervised learning etc.

What skills will you acquire from this best Data Science training in Ludhiana?

Our mentors will guide you to learn Data Science in Ludhiana by covering the following concepts:

  • Machine Learning algorithms.
  • Natural Language Processing and its applications.
  • Data analysis, project life cycle, and Data Science in the real world.
  • Data Science projects, analytics, and recommender systems.
  • Python with Data Science.
  • Analysis segmentation using clustering and the technique of prediction.
  • Deploying Machine Learning models on Clouds ( MLOps)
  • Data visualization with Tableau.
  • Microsoft Excel for data analysis and data transformation.
  • Techniques of evaluation, experimentation, and project deployment.
  • Data Science at scale with PySpark, AI with TensorFlow.
  • Git, Storytelling.

This Data Science online course is beneficial for the following professionals:

  • Software professionals
  • Big Data professionals
  • Business Analysts
  • Aspirants looking to pursue a career in this domain

There are no prerequisites needed to join and learn from this Data Science certification in Ludhiana.

There are several reasons for enrolling in these Data Science courses in Ludhiana. Some of them are as follows:

  • Data Engineers and Data Scientists are the most in-demand roles across the world – Forbes
  • Over 50+ jobs are open for data professionals in Punjab – Indeed
  • Data Scientists in Ludhiana can earn an average of ₹240,000 per year – PayScale

In our Data Science courses, we have included real-world industry-based projects, which help you gain hands-on experience in the field and prepare you for challenging roles. Some of them are:

Project Name Industry Objective
Restaurant Revenue Prediction Hospitality Building a system that can help to make decisions regarding restaurant’s revenue
Book Recommender Application E-Learning Building a book recommendation system based on user’s preference
Census project Financial Handle missing values and predict the annual income of people
Recommendation Engine Entertainment Create a recommendation engine that shows movie results based on the previous inputs.
  • A Data Scientist is someone who consistently handles the enormous amounts of raw data in any given domain to come up with data-driven strategies and decisions.
  • Data Analysts examine the business needs and execute the entire life cycle of data analysis. Meanwhile, Business Analysts analyze the historical data and develop, implement, examine, and report the capabilities of the business.
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Talk To Us

We are happy to help you 24/7

With data collection, ’the sooner the better’ is the best answer - The CEO of Yahoo
Everything is going to be connected with data and mediated by software - The CEO of Microsoft
The world is now awash in data, and we can see consumers in a cleaner way - The Co-founder of PayPal

Career Transition

55% Average Salary Hike

$1,20,000 Highest Salary

12000+ Career Transitions

500+ Hiring Partners

Career Transition Handbook

Who can apply for the course?

  • Information Architects and Statisticians
  • Developers looking to master Machine Learning and Predictive Analytics
  • Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
  • Aspirants looking to work as Machine Learning Experts, Data Scientists, etc.
Who can aaply

What roles does a Data Scientist play?

Data Scientist

Design and implement scalable codes alongside effectively developing high-quality applications.

Analytics and Insights Analyst

Develop solutions for fixing quality issues in the data upon an investigation of the reported errors in the data.

AI & ML Engineer

Use Lambda functions and API Gateway to integrate Machine Learning models in web apps along with deploying models in SageMaker.

Data Engineer & Data Analyst

Perform data cleansing, data transformation, analyze the outcomes and present the insights in the form of reports and dashboards.

Junior Data Scientist

Analyze the operating behavior using advanced statistical techniques and tools. Also, create algorithms with prescriptive and descriptive methods.

Applied Scientist

Derive intelligence for the business products through designing and developing Machine Learning models.

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Skills Covered

Python

Data Science

Data Analysis

AI

GIT

MLOps

Data Wrangling

SQL

Story Telling

Machine Learning

Prediction algorithms

NLP

PySpark

Model

Data visualization

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Tools Covered

tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop tool-desktop
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Course Fees

Online Classroom Preferred

  • Everything in Self-Paced Learning, plus
  • 50 Live sessions of Instructor-led online training
  • One to one doubt resolution sessions
  • Attended as many batches as you want for Lifetime
  • Job Assistance
02 Oct

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

09 Oct

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

$1,737 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise grade learning management system (LMS)
  • 24x7 Support
  • Enterprise grade reporting

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Data Science Course Content

Live Course Self Paced

Module 1 – Preparatory Sessions – Python & Linux

Preview

Basic Python libraries and functions will be taught to you along with the fundamentals of Linux operating system.

Module 2 – GIT

Preview
  • What is Version Control?
  • Types of Version Control System
  • Introduction to SVN
  • Introduction to Git
  • Git Lifecycle
  • Common Git commands
  • Working with branches in Git
  • Merging branches
  • Resolving merge conflicts
  • Git workflow
  • Introduction to Data Science using Python
  • Python basic constructs
  • Maths for DS-Statistics & Probability
  • OOPs in Python (Self paced)
  • NumPy for mathematical computing
  • SciPy for scientific computing
  • Data manipulation
  • Data visualization with Matplotlib
  • Machine Learning using Python
  • Supervised learning
  • Unsupervised Learning
  • Python integration with Spark (Self paced)
  • Dimensionality Reduction
  • Time Series Forecasting
  • Central tendency
  • Variability
  • Hypothesis testing
  • Anova
  • Correlation
  • Regression
  • Probability definitions and notation
  • Joint probabilities
  • The sum rule, conditional probability, and the product rule
  • Bayes theorem
  • Machine Learning using Python
  • Supervised learning
  • Unsupervised learning
  • Dimensionality reduction
  • Time-series forecasting
  • Introduction to Big Data and Apache Spark
  • Apache Spark framework and RDDs
  • PySpark SQL and Data Frames
  • Introduction to Hive
  • Introduction to Deep Learning and Neural Networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks and various methods
  • Deep Learning libraries
  • Why and when we need MLOps
  • AI pipelines
  • Training, tuning, and serving on AI platform
  • Kubeflow pipelines on AI platform
  • CI/CD for Kubeflow pipelines
  • Introduction to data visualization
  • Architecture of Tableau
  • Working with metadata and data blending
  • Creation of sets
  • Working with filters
  • Organizing data and visual analytics
  • Working with mapping
  • Working with calculations and expressions
  • Working with parameters
  • Charts and graphs
  • Dashboards and stories
  • Tableau Prep
  • Integration of Tableau with R and Hadoop

In the Data Science Capstone project, you will use all the knowledge and skills you have acquired throughout this advanced certification program and gain industry experience in the domain.

  • Entering data
  • Referencing in formulas
  • Name range
  • Understanding logical functions & conditional formatting
  • Important formulas in Excel
  • Working with Dynamic table
  • Data transformation for analysis
  • Working with charts for data visualization
  • Pivot tables in Excel
  • Working with Macros in Excel and working with VBA
  • Introduction to SQL
  • Database normalization and entity-relationship model
  • SQL operators
  • Working with SQL: Join, tables, and variables
  • Deep dive into SQL 
  • functions
  • Working with Subqueries
  • SQL views, functions, and stored procedures
  • Overview of Natural Language Processing and text mining
  • Text mining, cleaning, and processing
  • Text classification
  • Sentence structure, sequence tagging, sequence tasks, and language modelling
  • Introduction to semantics and vector space models
  • Dialog systems
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Free Career Counselling

We are happy to help you 24/7

Data Science Projects Covered

Peer Learning

Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!

Career Services

Career Services
Resume

Career Oriented Sessions

Throughout the course

Over 20+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions and that will help you stay on track with your up skilling objective.

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Resume & LinkedIn Profile Building

After 70% of course completion

Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at profile shortlisting stage

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Mock Interview Preparation

After 80% of the course completion.

Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.

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1 on 1 Career Mentoring Sessions

After 90% of the course completion

Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learners’ educational background, past experience, and future career aspirations.

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Assured Interviews

After 80% of the course completion

Assured Interviews upon submission of projects and assignments. Get interviewed by our 500+ hiring partners.

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Exclusive access to Intellipaat Job portal

After 80% of the course completion

Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.

Data Science Certification

How do I unlock Intellipaat’s certificate?

You can unlock Intellipaat’s certificate in these three steps:

  1. Complete the Data Scientist training in Ludhiana
  2. Work on the industry-based projects and assignments included as part of the course
  3. Clear the certification exam conducted by Intellipaat

Intellipaat-issued Data Science certificate is valid for your lifetime. It is recognized by top MNCs across the world.

When you complete the Data Science course in Ludhiana and pass the Data Science certification exam conducted by Intellipaat, you will receive your Data Science certificate issued by us via the Learning Management System (LMS). You can download it, or you can share it through email or LinkedIn.

Yes. Intellipaat-offered Data Science certification is industry-recognized. Besides, since we are affiliated with IIT Madras, you get to receive a Data Science course completion certificate from IIT M as well.

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Data Science Training FAQs

What are the other leading Data Science courses Intellipaat offers in Ludhiana?

Intellipaat offers one of the top Data Scientist courses in Ludhiana that will help you to become a Data Science expert. The courses like R Certification, Artificial Intelligence, Machine Learning, Python for Data Science, Python, Business Analytics and others are hands-on practical-based training programs.

To learn Data Science for free, you need to take a look at the blogs and youtube videos published by Intellipaat. Read the top blogs on its Interview Questions, Tutorial and everything about Data Science.

Yes. At Intellipaat, we offer a Data Science Master’s training course designed by professionals from top organizations around the globe. They will teach you and help you gain proficiency in all the basic and advanced level modules in this domain, including Big Data Analytics with Spark, Python, SQL, Deep Learning methods, R statistical computation, real-time analytics, parsing machine-generated data, etc. Moreover, you will have exclusive access to the IBM Watson Cloud Lab for Chatbots. The training involves 10 courses, 53 real-world industry projects, and 1 CAPSTONE project that will give you hands-on experience.

The courses mentioned below will be covered in this training:

Online instructor-led courses:

Course 1: Data Science with R
Course 2: Python for Data Science
Course 3: Machine Learning
Course 4: Artificial Intelligence and Deep Learning with TensorFlow
Course 5: Big Data Hadoop & Spark
Course 6: Tableau Desktop 10
Course 7: Data Science with SAS

Self-paced courses:

Course 8: Advanced Excel
Course 9: MongoDB
Course 10: MS SQL

For Intellipaat’s courses, geographical boundaries do not apply. It does not matter in which area you are in, be it Haibowal, Bhai Randhir Singh Nagar, Shaheed Bhagat Singh Nagar, Udham Singh Nagar, Aggar Nagar, Rishi Nagar, Kitchlu Nagar, Sarabha Nagar, or anywhere. You can access our online course sitting at your home or office.

At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.

Intellipaat is offering 24/7 query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail of email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our support team. However, 1:1 session support is provided for a period of 6 months from the start date of your course.

Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.

You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.

Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.

You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.

Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.

Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.

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