Data Analyst Course

COURSE FEATURES

Course Duration: 6-8 Weeks (35 Hours approx)
Category: Databases, Predictive Analysis
Available Modes: Online (Batch or One on One)
Certificate: Yes
Location: Online – Live Sessions
Language: English
Sessions: Weekday and Weekend
Prerequisites: No
Skill Level: Beginner
Course Capacity: 20

Descriptions

Most entry-level data analyst positions require an appetite for data. Effective data analysis helps organizations make business decisions. Nowadays, data is collected by businesses constantly: through surveys, online monitoring, online marketing analyses, collected subscription and registration data (e.g. newsletters), and social media monitoring, among other things. Through hands-on projects, students will learn how to apply these techniques to real-world data sets and gain the skills to make data-driven decisions. The course is suitable for beginners interested in pursuing a career in data analytics or for professionals looking to enhance their data analysis skills. By the end of the course, students will have a solid foundation in data analytics and be able to use these skills to inform business decisions.

Choosing the Right Class Format

one-to-one classes

online classes

offline classes

COURSE CONTENT:

1.Introduction

Perspective of Python
Class & Objects
Installing Anaconda
Keywords
Identifiers
Datatype

2.Operation & Control Flow

Arithmetic Operators
Increment or Decrement Operator
Relational Operators
Equality Operators
Logical operators
Assignment Operators
Lambda

3.Data handling and Visualization

NumPy
Pandas
Matplotlib

4.Linear Algebra

Point
Line
Plane
Hyper Plane
Geometric Shape as a classifier

5.Distance

Euclidian
Angular
Directed
Cosine

6.Statistics

Mean
Median
Mode
Population and Sample
Gaussian Distribution
CDF & PDF
Confidence Interval
Chebyshev’s inequality
Co-Variance
Pearson Correlation Coefficient
Spearman Rank Correlation Coefficient

7.PCA

Why PCA
Eigen Value and Eigen Vector
MNIST dataset Visualization

8.Linear Regression

Model (Price Prediction)
Logistic Regression

9.Optimization Techniques

Gradient Descent
Stochastic gradient descent
Ada Boosting

10.KNN

KNN
Geometric Meaning of KNN
Model (Flower Species Dataset)
Various Conditions and How to handle the situation

11.Naive Bayes algorithm

Math behind the Naïve Bayes
Model (Flower Species Dataset)

12.Decision Tree

Decision Tree and Decision Forest
How Decision Tree work
Model

13.Unsupervised Learning

What is Unsupervised Learning

14.K Means

K Means
K Means ++

15.dB-scan

DB scan
Math and logic behind DB-scan
Implementation area in industries

16.Algometric Clustering

Algometric Clustering

17.Collaborative Filtering

Collaborative Filtering

18.Excel

Excel Formulas
Advance Formulas like Vlookup, index match
Play with Chart
Optimization in Excel

19.Power BI

Data Types
Chart
Auto Filtering
if else condition
Adding columns
Data Modeling
DAX
Dashboard Formatting

20.SQL

SQL Syntax
SQL Data Types
SQL Operators
SQL Expressions
SQL Clauses
SQL Queries and Subqueries
SQL Joins
String Handling
Report Automation using python and SqlvaiGmail(Automatic report generation and delivery).
Practice exercise on Hacker rank

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Our Courses Features



ONLINE TRAINING / LIVE CLASSES

At Agile IT Tech, we offer a

comprehensive training experience

that is designed to meet the needs of

busy professionals who are unable to

attend in-person classes.



INDUSTRY KNOWLEDGE DRIVEN EXPERT INSTRUCTORS

At Agile IT Tech, we believe that

learning from industry experts is the

key to mastering new skills and

advancing your career.



REAL-TIME SCENARIO BASED ASSIGNMENTS & CASE STUDIES

Unlock your learning potential and

enhance your knowledge through the

Power of Practical Learning with Real-

World Case Studies.



DEMAND DRIVEN AND ROLE BASED TRAINING

With our comprehensive placement

assistance program, we provide you

with the tools and support you need

to succeed in your career.



CERTIFICATION GUIDANCE

We offer professional guidance for

certification exams, sharing valuable

tips and tricks to ensure that trainees

acquire the necessary skills and

knowledge to successfully complete

the certification process.



100% PLACEMENT ASSISTANCE PROGRAM

The tech world is ever-evolving and

our Demand-Driven Role-Based

training module helps us train the

prospective candidates for in-demand

jobs and skills in various IT projects.

CUSTOMER FEEDBACK

What Happy Clients Says

About Us?

★★★★★

I am very much happy with total way the whole team work. I have to say thanks to Mr.Ali (Business Analyst Teacher) the way he taught, he shouts lot but lovingly which help lot to learn, my coordinator Mr.Ajay also nice fellow, time to time he follows up and guide me to right path, One word great place to learn and make future. I appreciate & recommend 100% who wants to move IT career , Agile IT Tech great choice.

Jackline Techie

★★★★★

I would really recommend this place for those who are looking to enhance their career and get into something that can boost their skills to grab great opportunities. Does not matter if you are experienced or fresh, if you have determination to get into the field of IT and software developement, this is the right place. You will have great people to work with from start to end. I had placement assistance which other companies dont help like. I would say this place is really a game changer to boost your career.

Jessica

★★★★★

I am confident that Venkat, the course teacher for Data Science with Python Machine Learning, is on the right path in preparing me to engage in the type of work that I pursue. I trust that each student has an equally well-defined objective shared with Venkat. His basic lessons are correctly tailored to the current classroom of about 10 to 12 persons, meeting two evenings per week. The homework helps us to verify how we use these tools.

Rich Reader

★★★★☆

I am currently undergoing training with Mr. Ali and he is a very good instructor. He has around 20 years of experience in IT and yet has patience to answer all kinds of questions from students. So far my experience with the trainer as well as the team members has been exceptional….special mention to Mr. Pankaj who is very responsive and tries to do everything in his capacity to make things smoother for aspiring BA students. Over all, a very committed and sincere team which I’m sure is going to do wonderful job in placements too!

Sophia

★★★★★

I am very much happy with total way the whole team work. I have to say thanks to Mr.Ali (Business Analyst Teacher) the way he taught, he shouts lot but lovingly which help lot to learn, my coordinator Mr.Ajay also nice fellow, time to time he follows up and guide me to right path, One word great place to learn and make future. I appreciate & recommend 100% who wants to move IT career , Agile IT Tech great choice.

Farhan Mazhar