Advance Diploma In Data Science For AI/ML
offered by AISECT Learn

Advance Diploma In Data Science For AI/ML
at
AISECT Learn
Overview

Develop in depth understanding of the critical technologies in Data Science using Python Essentials: Data Manipulation and Data Analysis Tools

Duration	40 weeks
Total fee	₹499
Mode of learning	Online
Official Website	Go to Website
Course Level	UG Diploma

Advance Diploma In Data Science For AI/ML
at
AISECT Learn
Highlights

Earn a certificate after completion of the course
Placement assistance facility available
Learn from industry expert faculty

Advance Diploma In Data Science For AI/ML
at
AISECT Learn
Course details

What are the course deliverables?

Python Programming

Statistics

Data Analysis

Data Visualialization

Machine Learning Algorithms

Supervised and Unsupervised Learning

Clustering

Segmentation

Industry use case

Excel

Tableau & SQL

More about this course

The Advance Diploma placement guarantee course by AISECT Learn aims at helping you master all the basic and advanced level skills crucial to Data Science, Machine Learning and Artificial Intelligence

The course aims to upskill millions of students and professionals in trending technologies through a blend of theoretical and hands-on knowledge in python, tableau, excel and many more

Advance Diploma In Data Science For AI/ML
at
AISECT Learn
Curriculum

What is Data Science

Introduction

Real Life examples with applications

Data Scientist Job roles and responsibilities

Vectors & Matrices

Vectors

Matrices

Linear Mapping

Linear Algebra

Basic Linear Algebra

Transformation Matrix

Eigenvalues and Eigenvectors

Multivariable Calculus

Calculus
Multivariate Calculus
Gradient Descent
Live Virtual Session on Mathematical Fundamentals

Basic Statistics

Basic probability theory
Random variables
Sampling and Randomized Controlled Experiments
Probability distributions

Excel Introduction

Introduction to Excel
Preview
Operators and calculations
Preview
Data types in Excel

Cleaning of Data

Removing unwanted charecters from text
Extracting data values from text
Formatting data with text functions

Function and Charts in Excel

Filter and Sort functions of Excel
Charts and graphs in Excel
Functions - Text & Data

Introduction to python

Python Introduction
Installation of Anaconda Navigator
Jupyter Notebook Interface

Advance Diploma In Data Science For AI/ML
at
AISECT Learn
Faculty details

Dr. S. Veenadhari

Presently she is working as a Dean IT Department Scope Global Skills University, Madhya Pradesh. She is having over 20 years of academic and research experience. Under her guidance more than 10 students completed their doctoral programmes in the field of Machine Learning and Data Science

Dr. Avik Sarkar

Dr. Avik Sarkar is Faculty at Indian School of Business working in the areas of Data, Emerging Technology and Public Policy.