Certified Professional Diploma in Data Science 

offered by NetTech India

Introduction to Python

Python Interpreter

Basics of Python

Control Flow

Functions

Modules

Package

Numeric Types

String

List

Tuple

Dictionary

Set

Files

Exception Handling

Object-Oriented Programming OOPS concepts Defining

Multi-Threading

GUI Programming with Tkinter

Event Handling

Data Base Programming

Networking

Conversion of Python script to executable file

LIVE PROJECTS

Introduction to Machine Learning

Introduction of Statistics

Packages of Machine Learning

Exploratoy Data Analysis

Data prepressing

Regression Techniques

K-Nearest neighbours

Support Vector Machine

Decision Tree

Random Forest

Naive Bayes

Clustering

Gradient Descent

Dimensionality Reduction Techniques

Time Series Analysis

Introduction

Deep Learning

Artificial Neural Network

Recurrent Neural Network

Convolution Neural Network

Reinforcement Learning

Natural Language Processing

Image Processing & Computer vision

Introduction to Oracle Database

Retrieve Data using the SQL SELECT Statement

Learn to Restrict and Sort Data

Usage of Single-Row Functions to Customize Output

Invoke Conversion Functions and Conditional Expressions

Aggregate Data Using the Group Functions

Display Data From Multiple Tables Using Joins

Use Subqueries to Solve Queries

The SET Operators

Data Manipulation Statements

Use of DDL Statements to Create and Manage Tables

Other Schema Objects

Control User Access

Management of Schema Object

ORACLE_DATAPUMP

Manage Objects with Data Dictionary Views

Manipulate Large Data Sets

Retrieve Data Using Sub-queries

Regular Expression Support

Introduction

Data Privacy

Device Security Tools

Cyber Crimes

Common Attacks

Mitigation

Social Engg Threats

Cyber Law