Applied Data Science :: Talgro Executive Education

Applied Data Science

Ratings

4.8(58)

Course Type

Online - Scheduled

Course Fee

INR 69,999 USD 1214

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Certificate of completion accorded by PeopleFirst (India)

Program Overview

Data science is about solving business problems. Once an organization has grasped this reality, they are on the right track. Frequently, organizations and leaders want machine learning, big data projects without thinking about what they're really trying to do.Data Scientists help to analyze the health of the businesses. With data science, companies can predict the success rate of their strategies. Data Scientists are responsible for turning raw data into cooked data. Results of Data Science can be applied to almost any industry includingTravel, Healthcare, Banking & Financial Services, Software, Consulting, Telecom, Energy and Education, among others. Data Science can not only assist these industries in analysing their challenges, but also in effectively addressing them.

Organizations require skilled Data Scientists to process and analyze their data. They not only analyze the data but also improve its quality. In that sense, Data Science deals with enriching data and making it better for their company. The potential for quantum computing and data science is huge in the future. Machine Learning can also process the information much faster with its accelerated learning and advanced capabilities. Based on this, the time required for solving complex problems is significantly reduced. In Business, knowledge is tantamount to powerand data is the fuel that lends momentum to this power.Data science uses scientific methods, processes, algorithms, and systems to extract knowledge from data. Leveraging this data to take major decisions is a key strategic practice for any business.

The demand for Data Science professionals is growing exponentially as organizations use data-driven insights to guide their success. The Course on Applied Data Science has been developed to fill the gap between demand for these professionals and their availability.

This Course has been designed based on extensive discussions with Industry partners and subject matter experts from Business and Academia.

Highlights

Designed for people who want to build careers in Data Science.

Case studies, Project submissions and a Capstone

175+ hours of Learning

Live video lectures and recorded sessions

Series of quiz and online evaluations

Collaborative learning

Q&A with Instructor

Eligibility

Graduates with minimum 50% marks or equivalent. A background of Maths in High school and of Statistics during undergraduate programs is necessary.

Who should do the Program

People wanting to move into Data Science rolesand keen to solve real-world problems

Talgro Executive Education brings you world class content from leading Instructors and Industry leaders, in the form of Live lectures, recorded sessions, videos, case studies, quizzes, assignments and Capstone projects.

Recommended 6-8 hours per week

Introduction

Meeting the Faculty
Getting comfortable with the Platform
Overview of the Course

Python and Data Science

Essentials of Data Science
Introduction to Python
Python for Data Science
Python Programming Environment
Fundamental Python Programming techniques
Data Manipulation and Cleaning
Exploratory Data Analysis
Data Visualization
Inferential Statistics
Distributions and Hypothesis Testing

Applied Data Science

Numpy for Statistical Analysis
Pre-processing and Data Analysis with Pandas
Matplotlib, Seaborn, Time series plotting and Bivariate distributions for Data Visualization
Introduction to Statistical techniques
Distributions, Sampling and T-tests
Regression Models
Data Modelling
K-NN Classification
Naïve Bayesian Classifiers
Decision Tree Models
Bagging & Boosting
Clustering Models
Applied Text Mining in Python

Capstone Project

The Capstone project has been developed by subject matter experts and Industry mentors. The goal of the Capstone is to have you apply your learning to real life projects or challenges and add that experience to their portfolio for potential employers or partners to see. This will enable you to demonstrate the knowledge and skills gained during the Applied Data Science course.

Jagmohan Bhanver

Jagmohan Bhanver is rated amongst the top Executive Coaches in Asia. Bhanver is among the handful of Master coaches in the continent and he has coached Board members, CEOs and CXOs from leading organizations, across sectors. His experience of writing on the top business leaders and entrepreneurs around the world enables him to share insights that are invaluable for any business owner. Bhanver is a frequent invitee for key-note sessions, inspirational seminars and bespoke sessions for leaders. He is the best-selling author of six books. His repertoire includes Nadella: The changing face of Microsoft; Pichai: The future of Google; Get Happy Now; Think your way to millions, The Curse of Brahma (Vol 1 in The Krishna trilogy). His latest book is Click – the amazing story of India’s ecommerce boom and where it is headed. Jagmohan’s books have been translated into six languages and have also been converted to audio books by Audible (an Amazon group company).

Bhanver is the recipient of several awards including the Rajiv Gandhi Shiromani Award for outstanding individual achievements and distinguished services to the nation, the Rajiv Gandhi Excellence Award by the Global Achiever’s Foundation and the Shiksha Bharti Award, bestowed on leading educationists.

He has worked in leadership roles with the corporate sector, heading national and international roles with Standard Chartered Bank, HDFC Bank and HSBC. In 2004, after doffing his corporate avatar, he has founded several successful organizations including one of India’s top-rated education services organization and a leading OD firm. Bhanver has been covered extensively in media including being featured in Forbes magazine.

Sandeep Seth

Sandeep has 25 years of professional experience, spread across Data Science, Technology, Shared Services and Entrepreneurship. His experience straddles Product Management, Digital transformations, large scale program management, Analytics & IT outsourcing, Client management and identifying IT- and Analytics-enabled innovations which scale. Sandeep is currently CEO of Data Science Technologies Pvt Ltd, where he successfully conceptualized, piloted, and scaled an AI-enabled SAAS product in the "Integrated Planning and Operations" Space. The product is finding widespread adoption in the SME community, across verticals. Prior to this he was Director, Global Innovations and Discovery (and Asia Lead) at Proctor & Gamble.

Sandeep is an IIT-Delhi and IIM-Bangalore alumnus. He is a mentor to various startups and has a deep passion for teaching and learning. He recently acquired a technical certification on the "Deep Learning Specialization Series" conducted by Andrew Ng, one of the foremost authorities in Deep Learning.

Alka S Chachondia

Alka has more than three decades of experience in technology. The majority of her experience has been spent at BARC as a Scientist. She is experienced in safety- critical systems, mission-critical systems and real-time systems. She has strong technical credentials with hands-on experience in designing and developing multi-nodal distributed systems for control, data processing and data visualization. She has driven complete system and software development life cycle for numerous projects. She has also been an Advisor to Tata Power for their Strategic Engineering division. At Talgro, Alka is Vice President – Technology and her core focus is on technology strategy and adoption, IT Infra and systems, quality assurance, and AI.