Course: Advanced Certification in Data Science

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Future Ready Program by Shoolini University in collaboration with IBM

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Program Overview

4 Industry ready course Certifications from Shoolini University and IBM

Culminating in AI specialist Certification from Shoolini University and IBM

Job Readiness Module & IELTS coaching for international placements

5+ Data Science projects, case studies and a real industry Internship

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Why be a Data Scientist

Data Science is amongst the most in demand and well paying professions.  IBM predicts requirement for Data Scientists will rise by 28% annually. Glassdoor  ranks Data Scientists 2nd in the 50  Best Jobs for 2021! In terms of the current market scenario, the supply of Data Scientists is low and there is significant and growing demand for specialists in this field.

As a Data Scientist, you need to grasp the business issue, design a data analysis strategy, collect and format the required data, apply relevant algorithms using the relevant tools, and make recommendations backed by data.

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Why Choose Us

Industry Recognized Certification

Specialist In AI Certification from Shoolini University and IBM; as well as 4 individual certificates

1:1 Career Coaching

Mentorship from professionals, Internship in a cutting-edge AI company, job & interview prep through prep our placement cell

Showcase your Mastery

Build a strong Github portfolio of 5+ Data Science projects and your internship /capstone project

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A unique approach to Data Science

We want to make sure you really grasp the concepts of Data Science and AI. According to hiring managers, most job seekers have a student/academic orientation and lack  job-ready skills to perform the job.

We teach what hiring managers look for:  With 4 individual certifications from Shoolini and IBM , a Specialist in Data Science certification– you not only get to work on projects, you actually design a working Data Science project – which is unique and clearly showcases your competence.

No other Data Science Course or program does this!

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Certification

Advanced Certificate Programme from Shoolini University in Partnership with IBM

Complete all the courses successfully to obtain this cutting-edge industry recognized certification from Shoolini University in association with IBM. Shoolini University is the # 2 University in India for Research as per QS Asia 2021 rankings.

Build a strong network for life with opportunities to connect to Data Science Industry experts & your experienced fellow learners
Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
Learn multiple tools & languages to stand apart to gain a foothold in the Data Science industry

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Curriculum

Module 1: Introduction to Python

Introduction
Installation
Variables, Operators and Strings

Module 2: Deep Dive into Python

Input Output functions
Loops, List, dictionaries, tuples
File Handler

Module 3: Python Libraries

Pandas
Series and Data Frames
Grouping, aggregating, and applying

Module 4: Error Handling

Dealing with syntax errors
Exceptions
Handling exceptions with try/except

Module 5: Advance

Regression
Correlation Matrix
Linear Regression
Machine Learning Algorithms

Module 1: Supervised vs Unsupervised Learning

Machine Learning vs Statistical Modelling
Supervised vs Unsupervised Learning
Supervised Learning Classification
Unsupervised Learning

Module 2: Supervised I

K-Nearest Neighbors
Decision Trees
Random Forests
Reliability of Random Forests
Advantages & Disadvantages of Decision Trees

Module 3: Supervised II

Regression Algorithms
Model Evaluation
Model Evaluation: Overfitting & Underfitting
Understanding Different Evaluation Models

Module 4: Unsupervised

K-Means Clustering plus Advantages & Disadvantages
Hierarchical Clustering plus Advantages & Disadvantages
Measuring the Distances Between Clusters - Single Linkage Clustering
Measuring the Distances Between Clusters - Algorithms for Hierarchy Clustering
Density-Based Clustering

Module 5: Dimensionality Reduction & Collaborative Filtering

Dimensionality Reduction: Feature Extraction & Selection
Collaborative Filtering & Its Challenges

Module 1: Introduction to Deep Learning

Why Deep Learning?
What is a neural network?
Three reasons to go Deep
Your choice of Deep Net
An old problem: The Vanishing Gradient

Module 2: Deep Learning Models

Restricted Boltzmann Machines
Deep Belief Nets
Convolutional Networks
Recurrent Nets

Module 3: Additional Deep Learning Models

Autoencoders
Recursive Neural Tensor Nets
Deep Learning Use Cases

Module 4: Deep Learning Platforms and Software Libraries

What is a Deep Learning Platform?
H2O.ai
Dato GraphLab
What is a Deep Learning Library?
Theano
Caffe
TensorFlow

Module 1: Introduction to TensorFlow

HelloWorld with TensorFlow
Linear Regression
Nonlinear Regression
Logistic Regression
Activation Functions

Module 2: Convolutional Neural Networks(CNN)

CNN History
Understanding CNNs
CNN Application

Module 3: Recurrent Neural Networks(RNN)

Intro to RNN Model
Long Short-Term memory (LSTM)
Recursive Neural Tensor Network Theory
Recurrent Neural Network Model

Module 4: Unsupervised Learning

Applications of Unsupervised Learning
Restricted Boltzmann Machine
Collaborative Filtering with RBM

Module 5: Autoencoders

Introduction to Autoencoders and Applications
Autoencoders
Deep Belief Network

Module 1: Introduction to Visualization Tools

Introduction to Data Visualization
Introduction to Matplotlib
Basic Plotting with Matplotlib
Dataset on Immigration to Canada
Line Plots

Module 2: Basic Visualization Tools

Area Plots
Histograms
Bar Charts

Module 3: Specialized Visualization Tools

Pie Charts
Box Plots
Scatter Plots
Bubble Plots

Module 4: Advanced Visualization Tools

Waffle Charts
Word Clouds
Seaborn and Regression Plots

Module 5: Creating Maps and Visualizing Geospatial Data

Introduction to Folium
Maps with Markers
Choropleth Maps

Delve into the real world of Data Science with real projects. Get inputs from industry experts’ on Data Science, using Python to Machine Learning, SQL and Tableau.

Interview Skills preparation

Introduction to AI based coaching for interview skills
Key techniques for essential interview questions
Preparation based on “3 V “ techniques for effective communication
100+ typical technical interview questions for different modules

Resume and Profile Building

Resume Review Sessions with Industry Experts & Mentors
Profile Building Workshops
Review of Linkedin and GitHub profiles

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Industrial Projects & Internships

Data Science in e-commerce

Recommendation engine using rating prediction for Amazon.

Data Science in Workforce Analytics

Employee Attrition Analysis for IBM.

Data Science in Retail

Predict accurate sales for retail stores of Walmart.

Data Science in Healthcare

Predictive model for disease treatment.

Data Science in BFSI

Predictive modelling in BFSI.

Data Science in Banking

Predicting interest rates for loans.

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Graduate with an AI app patent

The only course that enables you to develop and file your own patent for an AI based application

Work with a small team of peers and your assigned mentors to conceptualize a breakthrough app

Academic and Industry mentors to assist you on the project

Course fees includes filing of patent by team

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Career Support

FirstU Career Support enables you with all that you need to succeed in your career. This is a program to help you prepare and success in your interviews.

Career Sessions
- Interact with industry professional, get invaluable insights on how to succeed in AI Resume and Profile Building

Resume and Profile Building
- Put your best foot forward when your application is screened by your prospective employer

AI Interview Coaching prep
- Access to Siqandar-the world's best interview prep coach - to make sure you come out confident for your job interview

Showcase: e-portfolio & patent
- Build an industry ready portfolio to showcase your mastery of skills. Work in small teams to develop your own patent application

Career Sessions

Resume and Profile Building

AI Interview Coaching prep

Showcase: e-portfolio & patent

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Eligibility

Any of the following:

Any Bachelor’s Degree: No minimum work-ex required
In Final year of any Btech, BCA, 4 year BS program
Qualify in our aptitude entrance test

Get Started

Fee

Rs 62,000

Gaurantee : 3 Job* Interviews

4 Industry ready Certifications
5+ Industry Projects
Showcase your talent with a Patent
Mentorship from ML Experts
Job Ready Certification
240+ hours of Learning

Get Started

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What Makes This Certification Just The Right One For Your Career ?

4 Industry Recognised Certifications

Get 8 individual certificated on AI & ML , Python for ML , Data Science, AI for image processing , AI for speech , Advanced ML techniques. All this culminated in Specialization in AI Certification from Shoolini University and IBM

Comprehensive Curriculum

This program is designed to ensure you will surely have a strong grasp of AI & ML . You work on 8 + projects on AI & ML ,Computer vision, emotional analytics, speech recognition, AI for special industries such as banking , insurance , manufacturing and pharma/medicine.

Industry Mentorship For Job Readiness

The program includes mentorship from leading industry professionals, Internship in a cutting-edge AI company and assistance in job preparation as well as interviews through our placement cell

Advanced Certification in Data Science

4 Industry ready course Certifications from Shoolini University and IBM

Culminating in AI specialist Certification from Shoolini University and IBM

Job Readiness Module & IELTS coaching for international placements

5+ Data Science projects, case studies and a real industry Internship

Why be a Data Scientist

As a Data Scientist, you need to grasp the business issue, design a data analysis strategy, collect and format the required data, apply relevant algorithms using the relevant tools, and make recommendations backed by data.

Industry Recognized Certification

1:1 Career Coaching

Showcase your Mastery

A unique approach to Data Science

We want to make sure you really grasp the concepts of Data Science and AI. According to hiring managers, most job seekers have a student/academic orientation and lack job-ready skills to perform the job.

We teach what hiring managers look for: With 4 individual certifications from Shoolini and IBM , a Specialist in Data Science certification– you not only get to work on projects, you actually design a working Data Science project – which is unique and clearly showcases your competence.

No other Data Science Course or program does this!

Advanced Certificate Programme from Shoolini University in Partnership with IBM

Complete all the courses successfully to obtain this cutting-edge industry recognized certification from Shoolini University in association with IBM. Shoolini University is the # 2 University in India for Research as per QS Asia 2021 rankings.

Foundations of Python and Statistics

Machine Learning with Python

Deep Learning Fundamentals

Deep Learning with TensorFlow

Data Visualization with Python

Capstone Project in Data Science

Interview Skills preparation

Data Science in e-commerce

Data Science in Workforce Analytics

Data Science in Retail

Data Science in Healthcare

Data Science in BFSI

Data Science in Banking

The only course that enables you to develop and file your own patent for an AI based application

Work with a small team of peers and your assigned mentors to conceptualize a breakthrough app

Academic and Industry mentors to assist you on the project

Course fees includes filing of patent by team

FirstU Career Support enables you with all that you need to succeed in your career. This is a program to help you prepare and success in your interviews.

Career Sessions

Resume and Profile Building

AI Interview Coaching prep

Showcase: e-portfolio & patent

Eligibility

Fee

Topic outline

General

General

CONTACT

COMPANY

PROGRAMS

SUPPORT

MOBILE

We want to make sure you really grasp the concepts of Data Science and AI. According to hiring managers, most job seekers have a student/academic orientation and lack  job-ready skills to perform the job.

We teach what hiring managers look for:  With 4 individual certifications from Shoolini and IBM , a Specialist in Data Science certification– you not only get to work on projects, you actually design a working Data Science project – which is unique and clearly showcases your competence.