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Akash Gupta

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Project & Work.

"The Perfect Ending to any day, RACE or PROJECT is to Finish Strong."
Image Captioning
Neural Style Transfer
Car detection for Autonomous Driving
CIFAR 10
Neural Network Multiclasses (Fashion MNSIT) Classifier
Digit Classifier
Image Classifier
Stocks Price(opening) Prediction
Tableau Viz
Flask + ML web App

Image Captioning.

Image Captioning is the process of generating textual description of an image. It uses both Natural Language Processing and Computer Vision to generate the captions.
It's Final Project Of Machine Learning Specialization.

Neural Style Transfer.

Neural style transfer is an optimization technique used to take three images, a content image, a style reference image (such as an artwork by a famous painter), and the input image you want to style and blend them together such that the input image is transformed to look like the content image, but “painted” in the style of the style image.
~~
1.Implement the neural style transfer algorithm
2.Generate novel artistic images using your algorithm.

Car detection for Autonomous Driving.

Real-time video object detection for car detection is a key component in autonomous driving systems. Autonomous vehicles rely on uniting different types of sensors together to generate an output such as steering or applying thrust.
~~
Use object detection on a car detection dataset
& Deal with bounding boxes.


Tableau data visualization.

1. Film Genre Popularity - 1910-2018.
2. FIFA 19 Complete Player
3. Suicide in india
4. ISP Internet Speed Test August 2018 Data ..



& are all

Kaggle Hackathon.

Titanic: Machine learning from Disaster
rank-248/10776 , top 3%
House Price:Advanced Regression Techniques
rank-172/4439 , top 4%
Digit Recognizer
rank-262/2633 , top 10%
LANL Earthquake Prediction
Histopathologic Cancer Detection
rank-331/1157, top 29%
Don't Overfit! II
rank-189/2330, top 9%
Santander Customer Transaction Prediction
rank-2195/8802, top 25%
Google Cloud & NCAA® ML Competition 2019-Men's
Google Cloud & NCAA® ML Competition 2019-Women's


Competition at MachineHack & analyticsvidhy.

Game of Deep Learning: Computer Vision Hackathon
rank=> 275
LTFS Data Science FinHack ML Hackathon
rank=> 415
Club Mahindra DataOlympics
rank=> 594
Predict Number of Upvotes
Identify the apparels
HR Analytics
Age Detection of Indian Actors
Identify the Digits


Challenges at Hackerearth.

Edelweiss Hackathon-Machine Learning
rank=> 112/8220
Incedo Data Science & NLP Hiring Challenge
rank=> 48/1722
Ericsson Foresight ML Hiring Challenge'19
rank=> 28/2585
On the plague trail: HackerEarth Machine Learning challenge
rank=>49/4052



IBM Badges.

Data Science and Cognitive Computing Courses
In this learning path, I have learn how to use state-of-the-art analytic tools from IBM to accelerate & Boost Data Science. I have learn how to use statistical concepts to describe, explore, and understand the data.

Hackerrank Badges.

Skills in Competitive Coding =>
Problem Solving
Data Structure and Algorithm
Python
Mathematics

Certificates & Accomplishments

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