Summer industrial training in machine learning 2024

Summer Industrial Training
on Data Science -
Machine Learning with Deep Learning

He has been featured at:

What will you learn in the training?

Data Science with Python

Python Environment Setup and Essentials
Mathematical Computing with Python (NumPy)
Scientific Computing with Python (SciPy)
Data Manipulation with Pandas
Scikit–Learn
Data Visualization in Python using Matplotlib
Web Scraping with BeautifulSoup

Applied Statistics

Descriptive Statistics
Inferential Statistics
Probability & Conditional Probability
Probability Distributions – Types of distribution – Binomial, Poisson & Normal distribution
Hypothesis Testing

Machine Learning

A. Supervised Learning Multiple Variable Linear regression
- Multiple regression
- Logistic regression
- K-NN classification
- Naive Bayes classifiers
- Support vector machines
B. Unsupervised Learning K-means clustering
- Hierarchical clustering
- High-dimensional clustering
- Dimension Reduction-PCA
C. Ensemble Techniques Decision Trees
- Random Forests
- Bagging
- Boosting
D. Featurization, Model Selection & Tuning Feature engineering
- Model selection and tuning
- Model performance measures
- Regularising Linear models
- Bootstrap sampling
- Grid search CV
- Randomized search CV
- K fold cross-validation
E. Recommendation Systems Introduction to Recommendation systems
- Content based recommendation system
- Popularity based model
- Collaborative filtering (User similarity & Item similarity)
- Hybrid models

Deep Learning with Tensorflow & Keras

Introduction to Artificial Intelligence & Deep Learning
Artificial Neural Network
Deep Neural Network & Tools
Deep Neural Net Optimization, Tuning & Interpretability
Convolutional Neural Network (CNN)
Recurrent Neural Network
Autoencoders

Advance Deep Learning & Computer Vision

RBM and DBNs
Transfer Learning
Variational AutoEncoder
Object Detection
Semantic segmentation
Instance Segmentation
Metric Learning
Distributed & Parallel Computing for Deep Learning Models

Natural Language Processing (NLP)

Introduction to NLP
Pre-processing text data
Bag of Words Model
TF-IDF
N-grams
Word2Vec
GLOVE
POS Tagging & Named Entity Recognition
Introduction to Sequential models
Need for memory in neural networks
Types of sequential models – One to many, many to one, many to many
Recurrent Neural networks (RNNs)
Long Short Term Memory (LSTM)
GRU
Applications of LSTMs
Sentiment analysis using LSTM
Time series analysis
Neural Machine Translation

4 Reasons to learn Specialization in Data Science under Mr. Vimal Daga

Teaching beyond the certification

Practical Industry knowledge, Creator mentality

90 days technical support and a community for lifetime networking

Exclusive training of most demanded & market valued Machine Learning

Get Certified

Yes! You will be certified for this training once you submit the task given, if any

Official and verified:

Receive an instructor signed certificate with institution’s logo to verify your achievements and increase your job prospects

Easily shareable

Add the certificate to your CV or your Resume or post it directly on LInkedin. You can even post it on instagram and twitter.

Enhances Credibility

Use your certificate to enhance your professional credibility and stand out among your peers as an expert

Increase potential opportunities

By showcasing your achieved skill set using your certificate, attracting the employer for the desired job opportunities becomes easy

Know Your Mentor

None of the technologies is complex since created by human beings. Hence, anyone can learn it and create something new.

#13 proudly presents Vimal Daga as the mentor for this program

A world record holder, Mr. Vimal Daga is a Technologist, Philanthropist & A TEDx Speaker who is dedicatedly working atowards his vision- “Awakening the youth through a culture of right education”.

He is the first one in the world to become “RedHat Certified Architect Level 25 along with Enterprise Application Level 10”. Companies benefited from his 19+ years of experience.

He has expertise in multitude of latest and high-end technologies namely Machine Learning, Deep Learning, Delphix, AppDynamics, Docker, DevOps, Cloud Computing, AWS, and many more.

2,00,000+ Students Impacted

1,50,000+ Professionals trained

75+ Global Certifications

200+ Companies benefited

Previous Summer Internship

SEE HOW WE’RE CHANGING LIVES THROUGH EDUCATION – HEAR FROM OUR STUDENTS!

Our Alumni say “Life Changing Summer Program”

Our community is a mix of students, professionals, and budding entrepreneurs, who come as learners and become the torchbearers of our vision. They are the source of our inspiration and the drivers of our passion. Let’s look at what some of our learners have to say about us.

An amazing place to learn and grow.The atmosphere created by Mr. Vimal Daga sir during the whole training was soo good and healthy. Not only he taught us technology but he also made us believe that one can only grow when he/she shares his/her knowledge.And for sure the teaching he gave us regarding technology is non-commendable .Not only this, he also made us clear 2 international exams in a blink . He didn’t stop here, he made us work on a startup and showcased it on an international-level platform through an event JAZBAA under IIEC community. We did all this in only 45 days. I know its hard to believe but yeah we did all this in 45 days. Thank you so much sir for making us a technophile and planning so much for us.Hope ,will be able to contribute in your mission of making India future ready.

Ms. Shreya Dadhich

JECRC University, Jaipur

LinuxWorld to be honest is what every engineering student needs. If I knew about LW when I was born. I probably wouldnt go to school or college or amywhere else. That’s the amount of confidence i have in Vimal sir. He is a person who can teach concepts to even a toddler covering everything from the basics, filtering out the useless textbook info that’s not needed and delivering the right content necessary in the right order. I did my mechanical engineering from Karunya. So I’m a person with 0 technical background. But now I’m trained in the top technologies currently running and have a definitive path in life which most engineering students fail to find. Thank you Preethi ma’am. You were strict when needed at the same time supportive and helping us grow. Now because of LinuxWorld we’ll soon be launching our startup G during JAZBAA. If i go on typing. This is not gonna end. So yea. That’s it.

Mr. Chris Jaimon

Karunya Institute of Technology & Science, Coimbatore

Vimal Daga sir is a great person who motivated approximately everybody present there to grow along with others and share your knowledge for faster results. Plus we were provided with a platform (JAZBAA 1.0) to showcase our technical skills to solve social and other problems.

Mr. Rishabh Umrao

SRMSCET, Bareilly

JAZBAA START-UP PLATFORM

(EXCLUSIVELY FOR OUR SUMMER PROGRAM STUDENTS) EVERY ENGINEERING STUDENT CAN BE A CREATOR, THE ONLY THING WE NEED IS JAZBAA.

20+ Top-Notch Angel
Investors

Top-Notch Angel Investors from various cities namely Mumbai, Bangalore, Hyderabad, Gurgaon were present at JAZBAA 1.0

56+ StartUps
Showcased

“Unbelievable” was the feedback from the investors to these 56+ Startups which were ideated, build and showcased at JAZBAA 1.0

10+ Sectors
Covered

Healthcare, Education, Logistics & Transportation, Agriculture, Consumer Products & Services, Retail, Human Resource and many more

Frequently Asked Questions

When does the training start and the schedule?

110 hours Total
Online/Offline mode available
Two Batches Available
Starting on May / June / July

Will the content be delivered live or in a recorded mode?

The program will be delivered LIVE, providing full interactive opportunities to participants for sustainable learning.

Will you be sharing any recording?

Yes, we do provide the access to the material which was covered in the training for your future reference for limited time span

Is there a corporate discount or a group discount?

No, we are not offering any corporate or group discount.

Does this support people with zero Machine Learning knowledge?

We start from the very basics, so no previous knowledge is required.

Do we get any support after the program ends? Can we ask our technical queries?

Yes DEFINITELY..You will be added to a community where technical support team members will answer your queries for 90 days from the completion of the program.

What is our refund policy?

We have a “NO REFUND POLICY”. For related queries email us at info@hash13.com.

Our alumni works at:

Summer Industrial Training on Data Science - Machine Learning with Deep Learning

Vimal Daga