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

Vimal Daga

The World Record Holder, Founder at LinuxWorld & #13, Sr. Principal IT Consultant, TEDx Speaker & Philanthropist

He has been featured at:

What will you learn in the training?

  • 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
  • Descriptive Statistics
  • Inferential Statistics
  • Probability & Conditional Probability
  • Probability Distributions – Types of distribution – Binomial, Poisson & Normal distribution
  • Hypothesis Testing
  • 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
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  • 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
  • RBM and DBNs
  • Transfer Learning
  • Variational AutoEncoder
  • Object Detection
  • Semantic segmentation
  • Instance Segmentation
  • Metric Learning
  • Distributed & Parallel Computing for Deep Learning Models
  • Reinforcement learning framework
  • Value-based methods – Q-learning
  • Exploration vs Exploitation
  • SARSA (State-Action-Reward-State-Action)
  • Q Learning vs SARSA (Difference)
  • 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

01

Teaching beyond the certification

 

02

Practical Industry knowledge, Creator mentality

03

90 days technical support and a community for lifetime networking

04

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

  • 110 hours Total
  • Live Session
  • Three Batches Available
  • Tentative Batch Starting Month : May / June / July 2024

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

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

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

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

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.

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

Our alumni works at: