AIT Academy of Informaton Technology

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Career Guidance Student Testimonials

ACADEMY OF INFORMATION
TECHNOLOGY

INNOVATION IN EDUCATION

We are in training since 20+ years in Computer
Programming & Hardware Networking

Microsoft .NET, Android development, C,
C++ MS SQL SERVER & CISCO

Your Bright Future
is Our Mission.

We serve with best quality service.

Great Platform To Develop And Enhance Your
Technical Skills

Entire Faculty Has More Than 8 Years Of
Company Experience

Uplift your career
to the step forward.

World Class Quality

Great Platform To Develop And Enhance Your
Technical Skills

Entire Faculty Has More Than 8 Years Of
Company Experience

AIT's Trending Courses

Basic Computer Programming

Here we cover basic of computer programming C, CPP and Core Java with Databases like MS Access & MS SQL Server.

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Diploma in Software Developement

DSD is long term course of 6 Months covers basics to advance programming langauges on MS DOT NET Technologies.

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Advanced Diploma Software Developement

In this couse student will get advanced level knowledge of programming for web development and web Designing.

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Frontend Developer

This is Advance level of Programing for intermidate level of student for fast track training

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TECHNOLOGIES

ANDROID

ASP.NET

ASP.NET MVC

C# .NET

Java/Oracle

PHP/MY SQL

Python/MY SQL

Magento/MY SQL

HTML/HTML 5/CSS

SQL Server

JavaScript / JQuery

Angular JS

Photoshop/Flash

Software Testing

C Language

C++ Language

CCNA

Windows Administration

Linux Administration

Cloud Computing

Data Science

Frontend

DSD

Advance DSD

CyberSecurity

AWS

MS-Excel

Bootstrap

Data Science

What is Data Science?

The objective of Data Science is to extract actionable insights and knowledge from large and complex datasets. It employs statistical analysis, machine learning algorithms, and data visualization techniques.

The objective is to transform raw data into valuable information. This information can be used to optimize processes, improve efficiency, and gain a competitive advantage.

Data Science bridges the gap between data and knowledge.

It enables organizations to make data-driven decisions and predictions.

This can lead to better outcomes and innovation.

Syllabus Data Science

Data Science Introduction
Python Introduction and Setting Up the Environment
Python Basic Syntax and Data Types
Operators in Python
Strings in Python
Lists
Tuples
Sets
Dictionaries
Python Conditional Statements
Loops in Python
List and dictionaries comprehension
Functions
Anonymous Functions
Generators

Modules
Exceptions and Error Handling
Classes and Objects(OOPS)
Date and Time
Regex
Files
APIs the Unsung Hero of the Connected World
Python for Web Development-Flask
Hands-On Projects

Module 2:Data Analysis
Packages
Web Scraping
Exploratory data analysis (EDA) using Pandas and NumPy
Data Visualization Using Matplotib,Seaborn,and Plotly

Database Access

MS Excel
Excel Worksheet
Excel Calculation
Excel Fill Handle
Excel Formula
Quick Excel Functions
Excel Charts And Visualizations
Excel Advanced
Tableau
Power BI

Module 3: Statistics
Descriptive Statistics
Inferential Statistics

Module 4: Machine Learning
Introduction to Machine Learning
Introduction to data science and its applications
Data Engineering and Preprocessing
Model Evaluation and Hyperparameter Tuning
Supervised Learning-Regression
Supervised Learning-Classification
SVM, KNN & Naive Bayes
Ensemble Methods and Boosting
Unsupervised Learning-Clustering
Unsupervised Learning-Dimensionality Reduction
Recommendation Systems
Reinforcement Learning
Developing API using Flask/Webapp with Streamlit
Deployment of ML Models
Project work and Consolidation

Module 5:NLP
Natual Language Processing(NLP)

Module 6:Deep Learning
Rise of the Deep Learning
Artificial Neural Networks
Convolution Neural Networks
CNN-Transfer Learning
RNN-Recurrent Neual Networks
Generative Models and GANs

Module 7: Computer Vision
Projects & Case Study
Real-Time Rain Prediction using ML
Real Time Drowsiness Detection ALert System
House Price Prediction using LSTM
Customizable Chabot using OpenAI API
Fire and Smoke Detection using CNN

Popular Companies

Data science is used all over the world.

Here are some companies:

Google
Facebook (Meta)
Amazon
Netflix
IBM
Microsoft

Popular apps

JOBS in Data Science

Data Scientist: Analyzes complex data sets to inform strategic decisions. Uses statistical methods and machine learning algorithms.
Data Analyst: Focuses on interpreting data and generating reports. Often uses tools like Excel, SQL, and data visualization software.
Machine Learning Engineer: Designs and implements machine learning models and algorithms. Requires strong programming skills and knowledge of AI.
Data Engineer: Builds and maintains the infrastructure and architecture for data generation, processing, and storage. Involves working with databases and big data technologies.
Business Intelligence (BI) Analyst: Transforms data into actionable insights for business strategies. Often uses BI tools like Tableau, Power BI, or Looker.

Duration Cost

6 Months Class Duration: 1.30-Hrs (Monday to Saturday)

Help on Doubt Clearance, Monitoring Session, Career Guidance, Interviewpreparation & Mock interviewsProjects materials are provided with Lab Exercises, Data sets, Codes, Quizzes, Case studies on real data

TRAINING & LOCATION

Online Training
Learn straight from our trainers without leaving your office or home.

On-site training
We come to your company to train your employees.

Offline Training
You attend one of our courses offered in different cities.

Students Testimonials

AIT.. is one of the best computer institute I hv ever come across .. All due credits to Mr. Ayaz Sir Having you as a teacher was really a very good experience thanx Ayaz Sir

Shaikh Usama

Senior Software Engineer / Cognizant

AIT (Academy of Information Technology) = Learning Computers at it's Best + Fun. I m very very much thankful to u Sir for your support at all times and the dedication which u had put in teaching us.

Arshad Anwar Khan

Associate Developer/Medline Industries India Pvt Ltd

it was really very fun learning computers from ur institution and I m proud to say that I have been your student.sir for the knowledge u shared with us and making us to excel in this field..thanx alot Ayaz Sir.

Shaikh Mohammed Abdul Haseeb

Quality Assurance Analyst / Vermut(Barcelona,Spain)

It helped me a lot in logic building and now i am able to make any type of program in any such language without mugging it up.I learnt what is the use of each statement we use in coding.. Thanks Ayaz Sir

Faisal Farooq Shaikh

Senior Software Engineer / Larsen & Turbo Infotech

It was a good experience. I got to learn about new technologies. Ayaz Sir is very helpful.I got to learn new technologies too. more focus given on basics so that the concepts are clear.

Mohammad Adil Siddiqui

Software Developer / Aloha Technology Pvt. Ltd.

Teaching style is very good. The AIT Computer Institute is good center."In this institute i gained a lot of knowledge about technology. All concepts have been explained in details.

Areeb Hafeez Khan

Dot Net Developer / JLL

ACADEMY OF INFORMATIONTECHNOLOGY

Your Bright Futureis Our Mission.

Uplift your careerto the step forward.

AIT's Trending Courses

Basic Computer Programming

Diploma in Software Developement

Advanced Diploma Software Developement

Frontend Developer

TECHNOLOGIES

Data Science

What is Data Science?

Syllabus Data Science

Popular Companies

Popular apps

JOBS in Data Science

Duration Cost

TRAINING & LOCATION

Students Testimonials

ACADEMY OF INFORMATION
TECHNOLOGY

Your Bright Future
is Our Mission.

Uplift your career
to the step forward.