Data Sciences and AI/ML Training

This Training is intended for students interested in making a career in Data Analytics. This training covers understanding the basics of Statistics, R programming and Data Cleansing which is a first step in any Analytics project. This training is made basic to understand concepts of statistics that Machine Learning Algorithms work on. It also hand in hand will help the participant familiarise with hands on R programming.

Trainer : Karthik Kosireddi & Prema

Karthik Kosireddi, with an experience of more than two decades in the IT industry has a track record of training thousands of software testing professionals across the globe. Being a tech-savvy professional, he always updates himself with the latest technological developments and in a continuous research process. He is the man behind the hybrid automation framework AnyAUT which is gaining popularity now

Course Content

1. Data Wrangling

○ Data collection and Data types
○ DATA Treatment
○ Issues that affect data
○ Different ways to cleanse data
○ dplyr Package
○ Data.table package
○ Reshape2 package
i. Tidyr package

2. Data Transformation

○ Normalisation of data
○ Linear transformation
○ Logarithm transformers

3. Data Processing
4. Introduction to R

○ Data collection and Data types
○ Data types in R
○ BASIC AND Metamodel commands in R
○ Subsetting data in R
○ Installing packages

5. Descriptive statistics

○ EDA – Univariate data
○ Measures of Central Tendencies
○ Measures of Dispersion
○ Scope of Data Analysed – EDA(Fleet Industry)
○ basic commands in R

6. Bivariate Analysis

○ Correlation Analysis
○ types of correlation
○ Pearsons correlation
○ Spearmans rank correlation
○ Kendall rank correlation
○ Phi coefficient
○ Tetra choric correlation
○ Point biserial correlation
○ Cross-tabs and Associations

7. Exploratory Data Analysis
8. Variance Influence factor
9. Maulticollinearity
  • Coming Soon
I assume that most of you are NEW to Testing and have no experience in writing any code. That way, I ensure that I go through from the very basic level and gradually move to advanced topics.
This is NOT Java training. However, I shall teach all that is need to successfully build, design, run and maintain Data-Driven, Keyword-Driven and Hybrid Automation frameworks through Java/JUnit.
There is a lot to learn initially on Selenium IDE, RC and GRID. We then go into programming through Java. Once you learn a flow with one language it will make things easier to adapt and learn or implement through other languages. You know how things work and what can/cannot be done.
It varies and depends on the organization implementing it.
Please refer to Welcome Pack for Selenium on the https://www.itelearn.com/member-thank-you page for detailed installation instructions.
Excellent. Visit dice or monster or CareerBuilder. Both tools have their goods and bads. Having these 2 words on your resume will help your marketing a lot.
NO. This training has a well integrated and navigates through easy to advanced topics seamlessly. This is the primary reason, it makes your concepts rock solid and you would be able to grasp and implement lot many features. Even if you are an experienced QTP professional and need to sharpen your skills, there is no shortcut. You have to go through the entire program as there are many concepts and fundamentals that you may miss otherwise.
The training program has sufficient focus on learning the required programming knowledge.
The entire training is focused on practical, hands-on, job like projects and practice.

“Selenium is an open source tool and supported by a large volunteers of open source developers. Selenium has become one of the most popular automation testing tools in the recent days. More and more organizations are adopting Selenium over other commercial software testing tools. I remember predicting Selenium will be the dominating automation tools in next 3 years. I said this in 2010 to a group of my students and it is almost reality now. Why is it so popular? It is the cost. More and more organizations are cutting cost and divorcing commercial and high cost tools like QTP, rational and MS visual suites of tools. Open source is a cost effective solution in the long run even if the learning curve is little steep. I am sure the job market for selenium will increase in 2013 and coming years.”

The scripting language used for Selenium training is Java.
It varies and depends on the organization implementing it.
  • Member Testimonials

    Aarvind Chaurasia

    I am a QA professional since last 7 years in video cable industry and I was looking to learn more in automation tools. I found... Read More
    2017-06-30T12:02:09+00:00
    I am a QA professional since last 7 years in video cable industry and I was looking to learn more in automation tools. I found iTeLearn on youtube while I was searching for tutorials and I started finding the materials useful hence I decided to join the premium membership and since last few months I have learnt a lot in various topics namely automation tools. I find materials built on gradient level of complexity which takes a total beginner to an advanced stage in an easy manner. Karthik is an excellent educator and professional. I have found many useful topics at this portal via his video tutorials. He has done an excellent job of teaching. It has definitely added to my skill set as a QA professional. I would recommend iTeLearn to everyone interested in raising their skill set or building one, even if they are beginners. Thanks to Karthik and iTeLearn team for creating this portal. Arvind Kumar Chaurasia PMP, MS Engg Mgt

    pixe10000

    i am from Pakistan.Hats off to the great man for spreading knowledge. I live in Lahore and there is not a single college or academy... Read More
    2017-06-30T12:38:39+00:00
    i am from Pakistan.Hats off to the great man for spreading knowledge. I live in Lahore and there is not a single college or academy that provides training in usage of this tool. Few that provides this service are way too expensive.

    Divya M

    "I got a full time offer at Availity and today was my first day there .First of all I have to thank You all for... Read More
    2017-06-30T12:44:12+00:00
    "I got a full time offer at Availity and today was my first day there .First of all I have to thank You all for all the classes and the projects which gave me immense confidence because of which I am here.Also I would like to thank you all for the extra effort for providing reference for my work with Atomic77. Thank you Karthik,Manoj & Saqib for always insisting on practice.During my interview,the moment I started talking in detail about developing keyword driven framework which I worked on at SLP project, I guess the interview panel were almost sure their search has ended. I would definitely suggest ITelearn to my friends who are looking to learn things in the right way.Being a part of your learning experience not only teaches us confidence but most importantly teaches us to learn and debug anything the right way...I will always be Thankful to ITelearn team and will continue attending few of your ongoing courses. Thanks again and I wish ITelearn to spread more confidence and happiness to all its attendees..Will keep in touch. "

    Suresh Gadepalli

    "It gives me lot of confidence and interest to learn whenever I hear your training videos...I always feel that your effort towards the training is... Read More
    2017-06-30T11:37:22+00:00
    "It gives me lot of confidence and interest to learn whenever I hear your training videos...I always feel that your effort towards the training is 100% undoubtedly but it is me or we  that need to put our 100%. I would like to mention that the quality of audio/video sessions are really good. Your voice is very clear and understandable.No background score which is really appreciated. These positive factors are increasing the trainee's concentration towards the session. I was not able to put my complete effort because of  both project and personal commitments.However, I am moving ahead and gaining knowledge as much as possible from your training videos. I am really blessed to hear someone like you teaching us as if  we are preparing for some board exams. I appreciate all the efforts you are taking to help QA folks across the globe. I wish you all the best!"

    Sudha Pathalapati

    Thank you Manoj. I learned a lot with ITeLearn tutorials and Live Project. I really appreciate yours, Vishal's, and Karthik's feedback and involvement with the... Read More
    2017-08-07T06:47:10+00:00
    Thank you Manoj. I learned a lot with ITeLearn tutorials and Live Project. I really appreciate yours, Vishal's, and Karthik's feedback and involvement with the teams. Live Project was a great platform to work and get experience with team members. I will definitely recommend ITeLearn to my friends who are looking to start their IT carrier.