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
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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

    Sridevi

    Absolutely yes, MoST is a wonderful program, and the recent selenium project gave an amazing experience, I had learnt complete project scenario from Test Plan,... Read More
    2017-08-07T06:41:38+00:00
    Absolutely yes, MoST is a wonderful program, and the recent selenium project gave an amazing experience, I had learnt complete project scenario from Test Plan, Test cases, Selenium IDE code, java code integrating the code, JDBC Test Runner etc. I honestly Thank you and Kartik for giving us such a good opportunity, to work on a real time environment...... Thanks a ton

    neon somer

    Thanks Karthik.. you have great knowledge!
    2017-06-30T12:13:35+00:00
    Thanks Karthik.. you have great knowledge!

    Kris Juarez

    Love these tutorials! Thanks for this.
    2017-06-30T12:28:44+00:00
    Love these tutorials! Thanks for this.

    Kavitha Chintakunta

    The video's are very good, able to easily follow and understand the concepts.
    2017-06-30T11:55:03+00:00
    The video's are very good, able to easily follow and understand the concepts.

    kartik pai

    Good one.. Was in search of this for getting some basic info 🙂
    2017-06-30T12:38:17+00:00
    Good one.. Was in search of this for getting some basic info 🙂
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