Data Science Specialist

Managing and utilizing a plethora of data generated by the web and modern technology is no mean task. To achieve this, organizations and businesses need a balanced mix of analytical skills (to manipulate data), business acumen (to apply findings to real-world situations), and statistics (to separate what's essential from what's not). Kickstart your career as a Data Science Specialist with this promising and well-curated capstone specialization that enables you to learn the key elements of data science, allows business generalists to solve real business problems themselves effectively. It also provides an accelerated way for those interested in a career in data science with fundamentals of Data Science with R Programming, Relational Databases and Python with a good blend of hands-on guided projects and behavioral skills required to become successful managers and leaders.
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₹ 21,500

Duration

122 Hours

Courses

16 Courses

Validity

9 Months

Mode of Delivery

Online, Self-paced, Blended, Interaction with SME

Course Level

  • Beginner ( ) – 13
  • Intermediate ( ) – 2
  • Advanced ( ) – 1

Accreditation

Coursera Community Project Network
Coursera Project Network
Georgia Institute of Technology
IBM
University of California, Irvine
University of Michigan
Overview

Managing and utilizing a plethora of data generated by the web and modern technology is no mean task. To achieve this, organizations and businesses need a balanced mix of analytical skills (to manipulate data), business acumen (to apply findings to real-world situations), and statistics (to separate what's essential from what's not).



Kickstart your career as a Data Science Specialist with this promising and well-curated capstone specialization that enables you to learn the key elements of data science, allows business generalists to solve real business problems themselves effectively. It also provides an accelerated way for those interested in a career in data science with fundamentals of Data Science with R Programming, Relational Databases and Python with a good blend of hands-on guided projects and behavioral skills required to become successful managers and leaders.


Skills Gained:

Data Science Data Analysis Python Programming Ipython Cloud Databases SQL Predictive Modelling Model Selection Data Virtualization Matplotlib Relational Database Management System (RDBMS) Data Manipulation Graph Theory Network Analysis Social Network Analysis Data Operations Business Analytics Economics R Programming Pandas Numpy Communication Public Speaking Professional Presentation Task Management Management Planning
Curriculum

Modules



  • Defining Data Sceince and Wahat data Sceintists Do

  • Data Sceince Topics

  • Data Sceince in Business


Modules



  • Data Scientist's Toolkit

  • Open Source Tools

  • IBM tools for Data Science

  • Final Assignment: Create and share your Jupyter Notebook


Modules



  • From Problem to Approach and From Requirements to Collection

  • From Understanding to Preparation and From Modeling to Evaluation

  • From Deployment to Feedback


Modules



  • Getting Started with SQL

  • Introduction to Relational Databases and Tables

  • Intermediate SQL

  • Accessing Databases using Python

  • Course Assignment

  • Bonus Module: Advanced SQL for Data Engineering (Honors)


Modules



  • Importing Datasets

  • Data Wrangling

  • Exploratory Data Analysis

  • Model Development

  • Model Evaluation

  • Final Assignment


Modules



  • Introduction to Data Visualization Tools

  • Basic and Specialized Visualization Tools

  • Advanced Visualizations and Geospatial Data

  • Creating Dashboards with Plotly and Dash

  • Final Project


Modules



  • Introduction to Machine Learning

  • Regression

  • Classification

  • Clustering

  • Recommender Systems

  • Final Project


Modules



  • Introduction

  • Exploratory Data Analysis (EDA)

  • Interactive Visual Analytics and Dashboard

  • Predictive Analysis (Classification)

  • Predictive Analysis (Classification)

  • Present Your Data-Driven Insights


Modules



  • Why Study Networks and Basics on NetworkX

  • Network Connectivity

  • Influence Measures and Network Centralization

  • Network Evolution


Modules



  • Python Basics

  • Python Data Structures

  • Python Programming Fundamentals

  • Working with Data in Python

  • APIs, and Data Collection


Modules



  • Communicate in Person: The Power of Face to Face Connections

  • Meet and Talk Online

  • Powerful Phone Talk

  • Keys to a Strong Interview

  • Put It All Together: Presentations


Modules



  • Communication Across Cultures

  • Email Excellence

  • Presentation - Time to Shine

  • Maximize Your English Communication Skills


Modules



  • Difference between productive and unproductive work

  • Whether work/life balance is a myth and completes a work/life balance toolkit

  • Importance of timing and how to handle communications

  • Exploring focus as a competitive advantage and the idea of multitasking. 


Career Opportunities


  • Data Scientist

  • Data Analyst

  • Data Engineer

  • Business Intelligence Analyst

  • Marketing Analyst

  • Data Architect

  • Statistician


Who Should Attend


  • Freshers and early professionals looking to upskill

  • Working professionals looking to enter New Age Technologies


Course Instructor(s)

KRACKiN Advantage

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Student Journey

Frequently Asked Questions

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Is online classes available for all the courses on KRACKiN?

No, online classes are not available for all courses on KRACKiN. Courses are designed as self- paced learning courses supported by videos, PPTs and practice quizzes etc. are provided for easy understanding of the students.
Are the course certificates valid?

Yes, the certificates are valid across all the sectors in the Industry.
Can I access your courses on Mobile device?

Yes, you can access the courses on your mobile browser.
Can my course access be extended?

We recommend you complete your assigned courses within the stipulated time as we do not have the provision to extend the course validity.
How to get my certificate after completing the course?

After the completion of all the given modules, the certificate will be auto generated by the system.

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