Contents

- 1 The only data science course in hyderabad with guided projects
- 1.1 What’s so unique about this data science training in hyderabad ?
- 1.2 Data Science Course Content
- 1.2.0.1 Intro to data science training
- 1.2.0.2 Frequently used technologies for data science.
- 1.2.0.3 Python for Data Science : Fundamentals
- 1.2.0.4 Python for Data Science : Intermediate
- 1.2.0.5 Pandas and Numpy training for data science
- 1.2.0.6 Exploratory Data Visualization training in Data Science
- 1.2.0.7 Storytelling Through Data Visualization
- 1.2.0.8 Data Cleaning training in hyderabad
- 1.2.0.9 Command Line : Intermediate
- 1.2.0.10 data science training with SQL in hyderabad
- 1.2.0.11 SQL Intermediate : Table Relations and Joins
- 1.2.0.12 SQL and Databases : Advanced training
- 1.2.0.13 APIs and Web Scraping for data science
- 1.2.0.14 Statistics training for data science
- 1.2.0.15 Statistics Intermediate: Averages and Variability
- 1.2.0.16 Probability and Statistics for data science: Intermediate
- 1.2.0.17 Machine Learning Fundamentals for data science
- 1.2.0.18 Calculus for Machine Learning
- 1.2.0.19 Linear Algebra for Machine Learning
- 1.2.0.20 Linear Regression for Machine Learning
- 1.2.0.21 Machine Learning : Intermediate
- 1.2.0.22 Decision Trees
- 1.2.0.23 Deep Learning Fundamentals
- 1.2.0.24 Machine Learning Project training in hyderabad
- 1.2.0.25 Exploring Topics in Data Science
- 1.2.0.26 Natural Language Processing training in hyderabad
- 1.2.0.27 Spark and Hadoop Map Reduce courses in hyderabad
- 1.2.0.28 Data Science training in hyderabad with R: Fundamentals
- 1.2.0.29 R : Intermediate
- 1.2.0.30 Tidyverse training for data science
- 1.2.0.31 Importing data in R ( Part 1)
- 1.2.0.32 Importing data in R ( Part 2)
- 1.2.0.33 Cleaning data in R
- 1.2.0.34 R Functions
- 1.2.0.35 Data Manipulation in data science with dplyr
- 1.2.0.36 Joining Data in R with dplyr
- 1.2.0.37 Data Visualization coaching in hyderabad with ggplot2

- 1.3 What sort of projects are included in this data science training?
- 1.4 What is the duration of this data science training in hyderabad ?
- 1.5 What is the cost of this data science training in hyderabad ?
- 1.6 Why should I learn data science in hyderabad ?
- 1.7 Who is the data science training instructor?
- 1.8 Does this training give placement guarantee?
- 1.9 What is the salary that you will get, after completing this data science training course?
- 1.10 Does this data science training course in hyderabad offer certification ?
- 1.11 Do you teach big data analytics as part of this data science training ?
- 1.12 What is the main prerequisite for attending this data science training?
- 1.13 What are the timings for this data science training?
- 1.14 Is this institute in hyderabad just for data science training ?
- 1.15 How to contact the data science training faculty ?
- 1.16 What are the career paths available after attending data science training ?
- 1.17 Is this data science training classroom based or online ?
- 1.18 Who can attend this data science training ?
- 1.19 Data Science training in Hyderabad – TakeAways

# The only data science course in hyderabad with guided projects

HoningDS.com offers data science training in Hyderabad , Telangana.

This data science training in hyderabad teaches you all the skills to be a data scientist.

## What’s so unique about this data science training in hyderabad ?

This data science training is all about hands on practise. There will be 80% hands on practical , and 20% theoretical concepts taught in this course.

It starts off with basics of Python and R, and then takes your data science knowledge to advanced level.

The course contains hands on coding challenges, and real time guided projects in Python and R.

It also includes training on below topics, which will give you edge over other data scientist aspirants.

- Kaggle Fundamentals.
- Git and Version Control.
- Building a github portfolio.
- Data Science specific APIs and Web Scraping.
- Spark.
- Building a data pipeline.
- Optimizing code performance on large datasets in Python and R.

We will end the course with data science mock interviews.

## Data Science Course Content

Go through data science course content below.

This data science training syllabus makes you think as a data scientist.

It makes you learn to solve analytics problems like a data scientist, as it is an interdisciplinary training.

No other data science training institute in hyderabad nor university has such in-depth content.

#### Intro to data science training

#### Frequently used technologies for data science.

#### Python for Data Science : Fundamentals

Programming in Python

Lists and For Loops

Conditional Statements

Dictionaries and Frequency Tables

Functions: Fundamentals

Functions: Intermediate

Project: Learn and Install Jupyter Notebook

#### Python for Data Science : Intermediate

Working with Strings

Object-Oriented Python

Working with Dates and Times

Regular Expressions

Methods

Tips and Tricks in data science

#### Pandas and Numpy training for data science

Introduction to Numpy

Boolean Indexing with Numpy

Introduction to Pandas

Exploring Data with Pandas

Data Cleaning Basics

#### Exploratory Data Visualization training in Data Science

Line Charts

Multiple Plots

Bar Plots And Scatter Plots

Histograms and Box Plots

#### Storytelling Through Data Visualization

Improving Plot Aesthetics

Color, Layout and Annotations

Guided Project: Visualizing the gender gap in college degrees

Conditional Plots

#### Data Cleaning training in hyderabad

Data Cleaning Walkthrough

Data Cleaning Walkthrough : Combining the Data

Data Cleaning training : Analyzing and visualizing the data

Guided Project : Analyzing NYC High School Data

Challenge : Clean data

Command Line : Beginner

Command line Basics

Working with Files

Challenge : Navigating the File System

Working with Programs

Command Line Python Scripting

Challenge: Working with the Command Line

Installing Cygwin

Installing Windows Subsystem for Linux.

#### Command Line : Intermediate

Working with Jupyter Console

Piping and redirecting output

Challenge: Data Munging using the command line

Guided Project: Transforming data with Python

Data Cleaning and Exploration Using Csvkit

Git and Version Control for data science

Git Remotes

Git Branches

Merge Conflicts

Project: Git Installation and GitHub Integration

#### data science training with SQL in hyderabad

Introduction to SQL

Summary Statistics

Group Summary

Subqueries

Querying SQLite from Python

#### SQL Intermediate : Table Relations and Joins

Joining Data in SQL

Intermediate joins in SQL

Building and organizing complex queries

Guided Project: Answering Business Questions using SQL

Table Relations and Normalization

Guided Project: Designing and Creating a Database

#### SQL and Databases : Advanced training

Using PostgreSQL

Command line PostgreSQL

Project:PostgreSQL Installation

Introduction to Indexing

Multi-column indexing

#### APIs and Web Scraping for data science

Working with APIs

Intermediate APIs

Challenge: Working with reddit API

Web Scraping

#### Statistics training for data science

Sampling

Variables in Statistics

Frequency Distributions

Visualizing Frequency Distributions

Comparing Frequency Distributions

#### Statistics Intermediate: Averages and Variability

The Mean

The Weighted Mean and the Median

The Mode

Measures of Variability

Z-scores

data science guided project: Finding the best markets to advertise in.

#### Probability and Statistics for data science: Intermediate

Introduction to Probability

Calculating probabilities

Probability distributions

Significance Testing

Chi-squared tests

Multi category chi squared tests

#### Machine Learning Fundamentals for data science

Introduction to K-Nearest Neighbors

Evaluating Model performance

Multivariate K-Nearest Neighbors

Hyperparameter Optimization

Cross Validation

#### Calculus for Machine Learning

Understanding Linear and Nonlinear Functions

Understanding limits

Finding extreme points.

#### Linear Algebra for Machine Learning

Linear Systems

Vectors

Matrix Algebra

Solution Sets

#### Linear Regression for Machine Learning

The Linear Regression Model

Feature Selection

Gradient Descent

Ordinary Least Squares

Processing and Transforming Features

#### Machine Learning : Intermediate

Logistic regression

Introduction to evaluating binary classifiers

Multiclass classification

Overfitting

Clustering basics

K-means clustering

#### Decision Trees

Introduction to Decision Trees

Building a Decision Tree

Applying Decision Trees

Introduction to Random Forests

#### Deep Learning Fundamentals

Representing Neural Networks

Nonlinear Activation Function

Hidden layers

#### Machine Learning Project training in hyderabad

Machine Learning Project Walkthrough: Data Cleaning

Machine Learning Project Walkthrough: Preparing the features

Machine Learning Project Walkthrough: Making Predictions

Advanced Python training in hyderabad

Object-Oriented Programming

Exception Handling

Lambda Functions

Parallel Processing

Kaggle Fundamentals

Getting started with Kaggle

Feature Preparation, Selection and Engineering

Model Selection and Tuning

Guided Project: Create a Kaggle Workflow

#### Exploring Topics in Data Science

Naive Bayes for Sentiment Analysis

An introduction to K-Nearest Neighbors

#### Natural Language Processing training in hyderabad

#### Spark and Hadoop Map Reduce courses in hyderabad

Introduction to Spark and Hadoop for data science

Project: Spark Installation and Jupyter Notebook Integration

Transformations and Actions

Challenge: Transforming Hamlet into a Data Set

Spark DataFrames

Spark SQL

#### Data Science training in hyderabad with R: Fundamentals

Introduction to R

Vectors

Matrices

Factors

Data frames

Lists

#### R : Intermediate

Conditionals and control flow

Loops

Functions

The apply family

Utilities

#### Tidyverse training for data science

Data wrangling

Data visualization

Grouping and summarizing

Types of visualizations

#### Importing data in R ( Part 1)

Importing data from flat files with utils

readr & data.table

Importing Excel data

XLConnect

#### Importing data in R ( Part 2)

Importing data from databases, web, statistical packages like SAS, STATA and SPSS

#### Cleaning data in R

Exploring raw data

Tidying data

Preparing data for analysis

Guided Projects : MBTA Ridership Data, World Food Facts,School Attendance Data

#### R Functions

Why to write a function

Writing functions in R

Turning for loop into functions

Functional programming – purrr

Anonymous functions

The map function

Robust functions

NSE functions

#### Data Manipulation in data science with dplyr

Introduction to dplyr and tbls

Select and mutate

Filter and arrange

Summarize and pipe operator

Group_by and working with databases

#### Joining Data in R with dplyr

Mutating joins

Filtering joins and set operations

Assembling data

Advanced joining

#### Data Visualization coaching in hyderabad with ggplot2

Exploring ggplot2

Grammar of graphics

Objects and layers

Aesthetics for categorical and continuous variables

Modifying aesthetics

Overplotting

ScatterPlots

Barplots

Histograms

Overlapping bar plots , histograms

Line plots

qplot

## What sort of projects are included in this data science training?

Below are the sample projects discussed during the training.Building projects during training helps to solidify your skills and demonstrate your data science and analytics skills to employers.No other classroom based data science training in hyderabad comes so close to real time.

1.Profitable App profiles for the App Store and Google Play markets

2.Exploring Hacker News Posts

3.Exploring Ebay Car Sales Data

4.Visualizing Earnings Based on College Majors

5.Visualizing hyderabad Geographic Data

6.Star Wars Survey

7.Working with Data Downloads

8.Analyzing CIA Factbook Data Using SQLite and Python

9.Investigating Fandango movie ratings

10.Winning jeopardy

11.Predicting car prices in hyderabad

12.Predicting House Sale Prices

13.Predicting the stock market

14.Predicting Bike Rentals

15.Building A Handwritten Digits Classifier

16.Lahman Baseball Database

Contact me for further information.

## What is the duration of this data science training in hyderabad ?

The data science training duration is for 90 hours/ 60 days.

## What is the cost of this data science training in hyderabad ?

Contact me to enquire the cost of training .

It is cheaper than what other institute in madhapur and ameerpet are charging.

In fact, it is much cheaper than any other data science training in India , but with better quality.

Enrol in the data science training before the next batch starts.

## Why should I learn data science in hyderabad ?

because hyderabad hosts lot of software training institutes .

data science is THE only field where there is lot of demand in hyderabad .

If you learn data science and big data , you will have complete analytics career.

## Who is the data science training instructor?

The training will be done by senior data scientist, with 5+ years of data science industry experience.

I am working in hyderabad , India.

## Does this training give placement guarantee?

No, this data science training course doesn’t give any placement guarantee.

But I will refer you in companies across Hyderabad and Bangalore.

## What is the salary that you will get, after completing this data science training course?

See the salaries offered to data scientists in hyderabad and abroad (Source : Glassdoor)

## Does this data science training course in hyderabad offer certification ?

No, this training doesn’t offer certification.

I do not think data science skills are proven with certification.

Getting certified is not useful in job market unless you have practical learning

## Do you teach big data analytics as part of this data science training ?

yes data analytics training will be taught for interested students, using Spark.

Attending this training at hyderabad will make you a complete analytics professional.

I wont charge additional fee for it.

## What is the main prerequisite for attending this data science training?

A main prerequisite to attend this data science training is commitment to learn.

It will be better than attending courses from classroom based institute in Ameerpet, Hyderabad.

## What are the timings for this data science training?

Training sessions will be conducted between 7AM – 9AM IST weekdays.

No weekend classes are conducted, so that you can devote time to practise on data science concepts taught during the training.

## Is this institute in hyderabad just for data science training ?

Yes, unlike other classroom based training institute in Hyderabad , I focus only on data science training.

## How to contact the data science training faculty ?

You can call the faculty at +91 8367299271 or send mail to tutordatascience@gmail.com

## What are the career paths available after attending data science training ?

You can become a data analyst or a junior data scientist.

## Is this data science training classroom based or online ?

This data science training classes are administered online. It is not specific to hyderabad or madhapur location.

## Who can attend this data science training ?

Software professionals in hyderabad .

Those who want to derive insights using big data analytics and data science in their domain.

Both experienced professionals and freshers can join this data science training program .

Business analytics professionals.

## Data Science training in Hyderabad – TakeAways

There are many institutes which teach data science in hyderabad, but none of them specialize only in data science course training.

My data science training in hyderabad will make you learn all the skills to become a data scientist in a single course.

This course teaches you with interactive approach, and hence this is the best data science training in hyderabad.

Write Python and R code and get training to work with big data and real time datasets.

None of trainers or institutes who teach data science in hyderabad offers analytics projects

The more you practise , more successful you will be in a big data and data science career .

during the training, you will learn more than one way to analyze a dataset.

you will get placement offer in a data analytics company at hyderabad or abroad !

You can become an in demand data scientist and catapult your career in hyderabad .