nandkumar@mytechfocus.com +91 775 383 7070

Machine Learning

Machine learning is a variation on artificial intelligence (AI) technique that allows computers to acquire knowledge without manually programming them in their system. Machine learning algorithms are trained on data, and they use this data to make predictions or decisions.

1. Data Science

  1. Introduction to Data Science
  2. Need for Business Analytics
  3. Data Science Life Cycle
  4. Different tools available for Data Science
  5. Pre-requisites of Data Science

2. R-Programming

  1. Introduction to R
  2. Installation of R
  3. Windows Installation
  4. Linux Installation
  5. Installation of R-Studio

2.1 Types of Variables

  1. Types of Operators
  2. Arithmetic Operators
  3. Logical Operators
  4. Relational Operators
  5. Membership Operators
  6. Special Operators
  7. If-else Flow Control
  8. Loops in R (While, For, Break, Next)
  9. Switch-Case

2.2 Types of Datatype

  1. Vectors
  2. Arrays
  3. List
  4. Matrices
  5. Factors
  6. Data Frames

2.3 Types of Loops

  1. For loop
  2. While Loop
  3. Nested Loops

2.4 Functions in R

  1. Function declaration with parameters
  2. Function declaration without parameters

2.5 R Data Interface

  1. Reading CSV files
  2. Reading XML files
  3. JSON files
  4. Scraping data from the Web
  5. SQL with R
  6. Databases with R

2.6 Data Visualization of R

  1. Pie Chart
  2. Bar graph
  3. Line Graph
  4. Scatter plot
  5. Stack Plot
  6. Box-Plot

2.7 Statistics in R

  1. Terminologies of Statistics
  2. Normal Distribution
  3. Binomial Distribution
  4. Regression Analysis
  5. Poisson Distribution
  6. Time-Series Analysis
  7. Chi-square Test Analysis
  8. Non-linear square analysis

2.8 Machine Learning in R

  1. What is Machine Learning ?
  2. Supervised Machine learning
  3. Unsupervised Machine learning
  4. Application of Machine Learning.
  5. AI vs Machine Learning
  6. Supervised Learning
  7. Classification algorithms
  8. Decision Tree
  9. Random Forest
  10. Naive-Bayes
  11. SVM Classifier
  12. Regression Learning
  13. Linear Regression
  14. Multiple Regression
  15. Logistic Regression
  16. Clustering
  17. K-means clustering
  18. K-nearest neighbour

Duration: 4 Months
Eligibility: 10+2+3 Any Computer Graduate (BE/BTech/BCA/BCS)

Pratik Kore

JAVA Developer

Placed at 'ProvatoSoft' with salary 3.25 LPA

I am immensely grateful for the exceptional training I received at My Tech Focus IT Training and Placement Institute. The course offered to me was not only equipped me with the technical skills necessary for success in the IT industry but also provided a comprehensive understanding of current trends and best practices.

Sonali Patankar

C,CPP Developer

Placed at CC TECH with salary 5 LPA

Thanks to the quality technical skills I received at MY TECH FOCUS, I was able to secure a rewarding position in the IT field shortly after completing the program. I highly recommend My Tech Focus Training Institute to anyone looking to launch or advance their career in IT Industry. It's truly a transformative experience!"

Kundan Pachbhai

Associate Data Engineer

Placed at 'Atgeir Solutions' with salary 4 LPA

The trainers at MTF are not just experts in their respective fields, but they are also excellent educators who make complex concepts easy to understand. The hands-on approach to learning, coupled with real-world projects, gave me the practical experience I needed to excel in the IT industry.

Yogesh Kakade

Data Engineer - IT Analytics

Placed at 'Paramount Health Services' with salary 4 LPA

The institute's commitment to staying updated with the latest technologies ensured that I was learning cutting-edge skills that are highly relevant in today's fast-paced IT landscape. The supportive learning environment, coupled with the collaborative atmosphere among fellow students, made the entire training period not only educational but enjoyable.

Prajakta Lavhale

Data Engineer

Placed at 'Bitwise' with salary 4.5 LPA

I am now confidently applying the skills I acquired at MTF in my first JOB , and I can genuinely say that the training played a pivotal role in my career growth. I highly recommend MTF to anyone seeking comprehensive and up-to-date IT training that goes beyond just theoretical knowledge.

Prerna Bobade

BI Developer

Placed at 'Mastek' with salary 4.2LPA

"I am incredibly grateful for my experience at My tech focus. As someone looking to break into the IT field, I knew I needed to enhance my skills and knowledge to stand out in a competitive job market. From the moment I enrolled in their program, I was impressed by the dedication of the trainers and the quality of the curriculum.

Shreenath Bothe

Data Engineer

Placed at 'Morgan Stanley' with salary 10 LPA

I got placed at “Morgan Stanley". Our Trainers and Placement Co-rdiator helped a lot during the process of placement. They motivated us a lot and were ready to help us 24*7. They guided us for every step from resume building to final HR round. We are lucky to have such a great trainers and co-ordinators.

Saurabh Patil

Software Engineer

Placed at 'Vodafone' with salary 12 LPA

I express my heartfelt gratitude to MTF for their unwavering support. I am overjoyed to announce that I have secured a fantastic job opportunity, and I owe it all to the outstanding training and support I received from MTF.Training program is truly remarkable, covering not only technical aspects but also invaluable soft skills sessions that have been instrumental in my professional growth.

Surbhi Waghmare

Data Engineer

Placed at 'Poonawalla Fincorp' with salary 4.5 LPA

When I enrolled, one of my aim was to get recruited before completing my Course with a great package. Trainers and co-ordinators are very supportive and they make sure that all my interviews, Aptitude tests went well without any technical problem. I am glad that I got placed with such a great package. I would like to extend my gratitude towards my faculties.