Diploma in Data Science

Diploma in Data Science (FSA)

Blended

Fee:

₹60,000

Dr. Priti Maheshwary | Professor Future Skills Academy

₹60,000

Dr. Priti Maheshwary

1 year

90

40 AISECT Learn

N/A

English

1 Year Access

Yes

Get acquainted with the fundamental Python tools used for preparing the data for analysis and familiarize yourself with data science tools for processing the data, and using data science techniques to create meaningful insights and predictions.

Objectives

At the end of this course

Expand your knowledge of Data Manipulation and Data Analysis Tools, Python Statistics, Python Pandas,

Data Visualization- the key technologies in data science using Python essentials.

What Will You Learn

You will gain the ability to inculcate Python data science libraries to analyse data, create advanced codes for the same & creating visualization using Python.

Basic Python Tools

Numpy

Pandas

Data Visualization Techniques

SKILLS YOU WILL GAIN

Basic Python ToolsNumpyPandasData Visualization Techniques

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Curriculum

Introduction to Data Science

Real Life examples with applications

Data Scientist Job Roles and Responsibilities

The most promising Job of the 21st Century

Data Science vs AI vs Machine Learning

Live lecture

Internal Assesment

Vectors

Matrices

Linear Mapping

Basic Linear Algebra

Eigen Values and Eigenvectors

Calculus

Live Lecture 2

Internal Assessment

Storytelling Overview

How to create stories ?

Types of Data and Suitable Charts

Stories During the steps of Predictive Modelling

Best Practices of Story telling

Git and Github

Live Lecture

Internal Assessment

Installation of Anaconda Navigator

Jupyter Notebook Interface

How to Open ,save and Rename a file

Variables and Data Types

Python Strings

Loops

Python Functions (Built in, Lambda, User defined functions)

Lists

Tuples

Python Functions (Built in, Lambda, User defined functions)

Sets

Dictionaries

Live Lecture

Internal Assesment

Numpy Arrays in Python

Three Dimensional Arrays Indexing and Slicing

Matrices

Pandas in Python

Importing CSV,EXCEL Files

Dictionaries

Live Lecture

Internal Assessment

Basic probability theory

Random Variables

Probability distributions

Bayes Theorem

Sampling

Live Lecture

Instructor

Dr.Priti Maheshwary

Professor Future Skills Academy

IT, Computer Science

Presently working in Future Skill Academy. Involved in Computer Science and Engineering for over 20 years in higher education and training. Her career has included various software development projects, teaching, research and administrative roles. She enjoys teaching and looking into how to improve student learning experience. Published around 50 research papers in refereed journals and conferences, 7 book chapters, 6 Patents. 8 PhD thesis completed under her guidance in the field of Internet of Things, Smart Cities, Ubiquitous Computing, Wireless Sensor Network, VANET, Image Processing specialized in Satellite Images, AI/ML & Deep Learning, and Cyber Security. Also done more than 10 projects in the field of Research and Consultancy.

4.9 1045

1100 Learners

Dr. Pooja Bijlani

Trainer (Subject Expert) Future Skill Academy

AI ML, Data Science, Full Stack Web Development, Full Stack Java Development

Presently she is working as a IT Trainer (Subject Expert) at Future Skill Academy, AISECT, Bhopal. She is having over 15 years of academic and research experience. Expert in Programming Languages C, C++, Python, Java, React Spring Boot, Artificial Intelligence, Machine Learning and Data Science. Students accolades her programming language teaching skills. Having experience in number of End to End projects in Natural Language Processing, Computer Vision and Python Desktop Application GUI. Web Designing.

4.9 968

1087 Learners

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