Data Science/Machine Learning
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Digital Marketing
Python
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Embedded Systems & IoT
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90+ Hours
Recommended 8-10 hrs/week
3 Months
Live Internship
3 Certificates
Get Certified
18th June 2022
Last Date for Registration
100+
Hiring Partners

Program Overview

In 2012, Harvard Business Review dubbed Data Scientist the most exciting job of the 21st Century. Data Science has bagged the top spot in LinkedIn Emerging Jobs Report for the last three years. Thousands of companies need team members who can transform data sets into strategic forecasts. Acquire in-demand Data Science and Python skills and meet that need. Data Science and AI have taken the center-stage as more and more brands realize the possibilities of these tools in the post-COVID world.

The Online Certification Course on Applied Data Science and Machine Learning with Python is designed to train you in the most effective language for data science. This program will help you learn how to use powerful Python packages like SciPy, Matplotlib, Pandas, PyTorch, Scikit-Learn amongst others to manipulate data, build insightful descriptive and predictive models, and apply them for data science applications.

program overview

Program Highlights

program highlights

    Live Instructor-Led Sessions

  • Customized one-on-one direction by experienced industry specialists.
  • Hands-on Live Projects

  • Exploit the experiential learning and construct your portfolio in a true re-enactment.
  • Hands-on Learning

  • Build up your learning with involved activities and drawing in learning content.
  • Assignments and Multiple-Choice Questions

  • Test your subject matter comprehension with assignments and multiple-choice assessment questions.

    Fundamentals to Advanced

  • Take in ideas without any preparation and advance your learning through the bit-by-bit direction.
  • Value-added soft skills sessions
  • Ask expert anything sessions
  • Code Reviews by Experts

  • Test your topic cognizance with tasks and various decision evaluation questions.
  • Code reviews by experts exploit the experiential learning and get your code explored by experienced software engineers.
  • One-on-One with industry Mentors
  • Personalized feedback on assignments.
Applied Data Science and Machine Learning with Python Certification Program
By E&ICT Academy IIT Roorkee

Why Data Science ?

It's become a generally accepted fact that advanced organizations are inundated with data. A year ago, McKinsey assessed that huge information activities in the US medical care framework "could represent $300 billion to $450 billion in decreased medical care spending or 12 to 17 per cent of the $2. 6 trillion baselines in US medical care costs".Then again, however, terrible information is assessed to cost the US generally $3.1 trillion every year.

It is getting clear constantly that there is a huge incentive in data preparing and investigation—and that is the place where data scientist ventures into the spotlight. In 2012, Harvard Business Review named Data Scientist the most energizing position of the 21st Century. Data Science has packed away the best position in LinkedIn's Emerging Jobs Report throughout the previous three years. A large number of organizations need colleagues who can change informational indexes into vital conjectures.

Program Offering

program offering

    Class Content

  • Content Co-Created With Industry
  • Real-World Projects
  • Real Business Case-Studies
  • Projects Mentorship
  • Project Reviews
  • Project Feedback From Expert

    Student Services

  • Technical Mentor Support
  • Student Community
  • Career Services

  • Personal Career Coaching
  • Interview Preparations

Program Benefits

  • 90+ Hours of live instructor-led classes.
  • Certificates by E&ICT Academy IIT Roorkee.
  • Lectures from IIT Roorkee, Hands-on from Industry Experts.
  • Prerequisite (Awareness) Test.
  • Resume Preparation Session from the Experts.
  • Career Guidance sessions from the experts.
  • Soft Skills and Pedagogy Sessions. Expert Talks from Industry.
  • Doubt Clearing Sessions.
  • Access to Learning Material and Recorded Video Lectures.
program benefits
Applied Data Science and Machine Learning with Python Certification Program
By E&ICT Academy IIT Roorkee

Audience

Students

Students

Freshers

Freshers

Teachers/ Faculties

Teachers/ Faculties

Professionals

Professionals

Career Assistance

internship

Internship

resume feedback

Resume Feedback

interview preparation

Interview Preparation

placements

Placements

Tools And Technologies Covered

python tools
tableau tools
bokeh tools
matplotlib tools
ipython tools
jupyter tools
numpy tools
pandas tools
pytorch tools
machine learning tools
nltk tools
mysql tools

Curriculum

90+
Hours of Blended Training
45+
Days of Lab Access
2+
Projects
3
Certifications
  • History of Python
  • Why use Python?
  • Starting Python
  • Interpreter PATH
  • Using the Interpreter
  • Python Scripts on UNIX/Windows

Hands-on: Learn about interpreters and Python Script.

  • Python Editors and IDEs
  • Install Anaconda

Hands-on: Install Anaconda - Python distribution

  • String Operations
  • Data Types & Variables
  • Commonly used Operators

Hands-on: Write Python code to implement string operations.

  • Arrays
  • Lists
  • Tuples
  • Dictionaries
  • Sets

Hands-on:Write Python Code to understand and implement Python Data Structures.

  • For Loop
  • While Loop
  • Break Statement
  • Next Statements
  • Repeat Statement
  • if, if...else Statements
  • Switch Statement

Hands-on:Write Python Code to implement loop and control structures in R.

  • Writing your own functions (UDF)
  • Calling Python Functions
  • Functions with Arguments
  • Calling Python Functions bypassing Arguments
  • Lambda Functions

Hands-on:Write Python Code to create your own custom functions without or with arguments. Know how to call them by passing arguments wherever required.

  • RE Objects
  • Pattern matching
  • Parsing data
  • Subexpressions
  • Complex substitutions
  • RE tips and tricks
  • Using Modules
  • The Import Statement
  • Module Search Path
  • Package Installation Ways

Hands-on:Write Python Code to create modules and execute them.

  • Introduction to Python Classes
  • Defining Classes
  • Initializers
  • Instance Methods
  • Properties
  • Class Methods and Data
  • Static Methods
  • Private Methods and Inheritance
  • Module Aliases

Hands-on:Write Python code to construct a class and define objects.

  • Introduction To Data Science
  • Industry Applications
  • Terminologies
  • Anaconda - Python Distribution Installation And Setup
  • Jupyter Notebook
  • Python Basics
  • Data Structures
  • Control Statements
  • R Installation And Setup
  • R Studio Basics
  • R Data Structures
  • Control Statements
  • Data Science Packages
  • Essential Mathematics
  • Linear Algebra
  • Linear Transformation
  • Types Of Matrices, Matrix Properties, And Operations Probability And Calculus
  • Statistics Introduction
  • Terminologies
  • Inferential Statistics
  • Harnessing Data
  • Exploratory Analysis
  • Distributions
  • Central Limit Theorem
  • Hypothesis Testing
  • Correlation, And Regression
  • Numpy Array Functions
  • Data Munging With Pandas
  • Imputation
  • Outlier Analysis
  • Visualization Basics
  • Matplotlib Introduction
  • Basic Plots
  • Customizing Plots
  • Sub-Plots
  • Statistical Plots
  • Seaborn Package Introduction
  • Machine Learning Introduction
  • Ml Core Concepts
  • Unsupervised And Supervised Learning
  • Clustering With K-Means
  • Linear Regression
  • Logistic Regression
  • K-Nearest Neighbor
  • Bayes Theorem
  • Naïve Bayes Algorithm For Text Classification,
  • Decision Tree
  • Ensemble Methods: Random Forest,
  • Extra Trees
  • Svm, Boosting Techniques
  • xgboost
  • Artificial Neural Network
  • Adv Metrics
  • Imbalanced Dataset
  • Grid Search
  • K-Fold Cross-Validation
  • Relational Database Management Systems Basics
  • SQL Introduction
  • Connection To SQL Databases
  • Fetching Data With Select
  • Where Condition
  • SQL Joins
  • SQL Crud Operations
  • Deep Learning Introduction
  • Tensorflow And Keras
  • Convolution Neural Network Basics
  • End To End Image Classification Of Cats And Dogs Using The Tensorflow-Keras Platform
  • Visual Analytics Basics
  • Tableau Introduction
  • Connecting To Datasource
  • Dimensions Vs Measures
  • Basic Plots
  • Compound Plot
  • Forecasting
  • Publishing
  • Ml Deployment Strategies
  • Flask Introduction
  • Packing Training Ml Model
  • Deploying It On Flask As API
  • Data Science Project Management Method
  • Business Case Risk
  • Limitation Of Machine Learning
  • Project Pitfalls.
  • Introduction to Big Data
  • Spark Big Data for Data Science Processing
  • Handling Big Data in the Machine Learning Pipeline.
Applied Data Science and Machine Learning with Python Certification Program
By E&ICT Academy IIT Roorkee

Projects

Certification

Certification

Get eligible for 3 world-class certifications thus adding that extra edge to your resume:

  • Certification of completion from E&ICT Academy IIT Roorkee
  • A project completion certificate from Uniconverge Technologies
  • Internship certificate from partner companies.
  • Earn your
    certificate

    earn certificate
  • Share your
    achievement

    share certificate
certificate

Admission Process

Step 1: Fill in the Form
  • You can fill up our query form and one of our representatives will answer you soon.
Step 2: Get Shortlisted & Receive a Call
  • Our Admission Council will review your profile, and if shortlisted, a confirmation e-mail will be sent to you.
Step 3: Book your Seat & Begin the Prep Course
  • Reserve your seat with an amount of INR 25,000 to enrol in this program. Start with your Prep course and start your Data Science and Machine Learning venture!

Upcoming Application Deadline

Our admissions close once the requisite number of participants enroll for the upcoming batch. Apply early to secure your seats.

Apply Now

Application Deadline: 18th June 2022

Program Fee

₹ 25,000 (Including GST)

Multiple payment options are available. *

What's included in this program

Features/Benefits
  • Certification of completion from E&ICT Academy IIT Roorkee
  • Lectures from IIT Roorkee faculty.
  • Hands-on sessions by industry experts
  • Expert talks from industries
  • Internship opportunity with industry partner
  • Career guidance sessions from the experts and mentors
  • Soft skills and pedagogy sessions
  • Access to learning material and video lectures

I’m interested in this program

Testimonials

Instructors

Professor Sanjeev Manhas

Prof. Sanjeev Manhas

Principal Investigator

E&ICT Academy, IIT Roorkee

Prof. Partha Pratim Roy

Prof. Partha Pratim Roy

Expert from Academia

Department of CSE, IIT Roorkee

Prof. Debi Prosad Dogra

Prof. Debi Prosad Dogra

Expert from Academia

IIT Bhubaneswar

Kaushlendra Singh Sisodia

Kaushlendra Sisodia

Program Advisor

Director at Uniconverge Technologies, IIT Kanpur Alumnus

Mr. Sanjay Aggarwal

Mr. Sanjay Aggarwal

Expert from Industry

Uniconverge Technologies Pvt. Ltd.

Applied Data Science and Machine Learning with Python Certification Program
By E&ICT Academy IIT Roorkee

Frequently Asked Questions

Any individual who has the energy to work with Programs and has sound information on Statistics and Mathematics is eligible for this course.

  • Designed for Students/ Working Professionals.
  • Self-starters wanting to gain a foothold in the field of data science.
  • Career transformers with essential work experience, wishing to switch tracks into data science.
  • Ideal for both Working and Fresh Graduates.

Data Science: It is a process of asking questions and then answering those questions using data that uses scientific methods, algorithms, processes, and systems to extract insights from all sorts of data.

Data Scientists: A Data Scientist is an expert liable for gathering, dissecting, and deciphering very a lot of information. The Data Scientist job is a branch of a few conventional specialized jobs, including mathematician, researcher, analyst, and PC proficient. This work requires the utilization of cutting-edge examination innovations, including Algorithm and prescient displaying.

It is another field of study and has less competition; accordingly, there are a lot of open positions in data science. In every division of industry, there is a lack of data science specialists. Not simply this, specialists who come from various fields would not really like to fill the shoe of a data researcher.

It has found from various exploration considers that organizations are in the pursuit of asset and bookkeeping workers who have the limit of mining and eliminating information, extraordinary at data investigation and measurable demonstrating and besides appropriate in perceiving critical data patterns. Notwithstanding, appallingly by far most of the money and bookkeeping agents don't have these characteristics as the majority of individuals are not able to learn data science. That is the reason competition is less in this field and making it simpler to get a new line of work offered that the compensation of these kinds of business is typically correct.

Data Science is perhaps the best vocation on the planet at this moment and almost certainly why such countless individuals are seeking after it. As a result of Big information and AI, the interest for Data researchers and data science abilities is expanding dramatically. Andrew Flowers, a financial expert at Indeed and the creator of Indeed report, said, "the work of an information researcher has just become hotter. Organizations realize that data is the answer to every one of their issues. With regards to contriving promoting plans or improving item requests, it is the careful examination that you will do as a data researcher does that acts the hero. All organizations, from as large as Heineken to little sprouting firms, have yielded to the possibilities it offers to help their development. Data science is a maturing field, and there is a ton of work for you to do. Your job in information science in handling rivalry is under-evaluated, and organizations will give you however much cash that you can request in a field as new as this.

A data scientist is a person who is liable for finding designs and inference data from immense measures of organized just as unstructured information, to meet the business objectives and necessities.

Data Scientist Roles & Responsibilities:

  • Fetching data that is relevant to the business from among the huge amount of data that is available in the form of Structured as well as Unstructured Data.
  • Organize and analyses the data that is extracted from the piles of data.
  • Creation of Machine Learning techniques, programs, and tools in order to make sense of the data.
  • Perform statistical analysis for relevant data and predict future outcomes from it.

INDIA

India is the second-most noteworthy nation to enlist workers in the field of data science or information investigation, and so forth with 50,000 positions accessible – second just to the United States. The interest for data specialists is similarly serious, regardless of whether you take a gander at the huge organizations, the online business industry, or even new companies. In this manner, on the off chance that you have the necessary range of abilities and are prepared to keep yourself refreshed, your profession as a Data Scientist is required to continue to develop onwards and upwards. This line stands genuine particularly when we think about that as an information researcher's compensation in India is straightforwardly or by implication subject to how upskilled and refreshed, they are. The normal data scientist compensation is ₹698,412. Entry-level data science professional can acquire around ₹500,000 per annum with short of what one year of involvement. Early level data science professionals with 1 to 4 years of involvement gets around ₹610,811 per annum.

USA

Entry-level data science professional salary: In spite of a new convergence of early-vocation experts, the middle beginning compensation for data scientists stays high at $95,000. Mid-level data science professional salary: The middle compensation for a mid-level data scientist is $130,000. In the event that this data science professional is additionally in an administrative job, the middle compensation ascends to $195,000. Experienced data science professional compensation:The middle compensation for experienced information science experts is $165,000—while the middle compensation for experienced supervisor level experts is impressively higher at $250,000.

  • Python is a multi paradigm programming language.
  • The inherent simplicity and readability of Python as a programming language makes it a language that is preferred by data scientists.
  • The vast Python community is another big advantage that Python has over other programming languages.

The online course has limited advantages and it can never replace an expert as an instructor. A dedicated instructor can know your weaknesses and strengths and groom you accordingly by having continuous interaction and evaluation. This program is placement and career-oriented and definitely will help to build your bright career.

We will be running two batches in parallel on weekdays and weekends. You can choose whichever suits you the best.

The model of choice ought to be with the best learning. When a meeting your insight will move your vocation. Kindly note, that subsequent to finding a new line of work, everything challenges don't get over. After the work, there are new difficulties that can be made do with information and the correct demeanour. So, pick the course that can present to you the nearest to the corporates.

We have a possibility for recording the meetings. So, you can allude to recorded meetings and PPTs for the missed meetings. As we referenced before, we will be running two groups in equal on workdays and ends of the week. You can likewise go to the next clump for missing class.

  • Internship Opportunity.
  • Effective CV preparation.
  • Communication skills enhancement guidance.
  • Preparation for Mock Interviews.
  • Behavioural guidance for corporate life.

If I have interest in some special project topic, will I get mentor’s support? It depends. However long the undertaking is inside the extent of the course subjects our tutors will uphold you in controlling you for usage.
In any case, if the point is totally different, they may make an honest effort to help by giving some undeniable level information sources.

The Program will be conveyed in intuitive computerized design, holding adequacy while looking after well-being. The arrangement particularly consolidates the advantages of an in-class program with the adaptability and security of online conveyance.

Benefits of In-Class Delivery Flexibility and additional value of online
Coordinated program conveyance by master workforce Re-go to classes through recorded files
Cooperate and get your questions replied to by personnel Access recordings effectively with accessible and filed video files
Work in gathering with different members You can learn from your home with safety and your comfort zone
Get uphold from mentor for labs and analyses One to one support during office hours

To effectively finish this Nanodegree program, you'll should have the option to download and run Python's most recent variant.

DS and ML with Python Certification Program by E&ICT Academy, IIT-R