About
As a passionate advocate for entrepreneurship, I've spent years working with startup…
Services
Articles by Amit Vikram
Contributions
Activity
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You’re starting an angel syndicate in India tomorrow. What’s your differentiator? Do you: 1. Focus on underrepresented markets in Tier-2 and Tier-3…
You’re starting an angel syndicate in India tomorrow. What’s your differentiator? Do you: 1. Focus on underrepresented markets in Tier-2 and Tier-3…
Posted by Amit Vikram Tripathi
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Reflecting on the importance of a research model design! I recently had the privilege of attending the 6th Certificate Course in Laboratory Animal…
Reflecting on the importance of a research model design! I recently had the privilege of attending the 6th Certificate Course in Laboratory Animal…
Liked by Amit Vikram Tripathi
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Zerodha, Zoho, Freshworks-three different paths, one common lesson: Indian startups can go global. 🌏 Here’s what sets them apart: 1. Zerodha: Built…
Zerodha, Zoho, Freshworks-three different paths, one common lesson: Indian startups can go global. 🌏 Here’s what sets them apart: 1. Zerodha: Built…
Posted by Amit Vikram Tripathi
Experience
Education
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Noida Institute of Engineering & Technology
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Activities and Societies: Hostel Committee Member
Represented hostelers community in front of College Management.
Licenses & Certifications
Publications
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Image Classification Using Convolutional Neural Network And Comparative Analysis
International Journal Of Applied Engineering Research
This paper contains the description and application of convolutional neural network. We have also developed an Image Classification model and tested on 2 open source data CIFAR 10 and CIFAR 100.
Other authorsSee publication
Courses
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Cleaning Data in Python
9357006
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Importing Data In Python Part 1
8543451
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Importing Data In Python Part 2
9337254
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Intermediate Python for Data Science
8222969
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Introduction to Python for Data Science
6246594
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Python Data Science Toolbox (Part1)
9294366
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Python Data Science Toolbox(Part2)
9310276
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pandas Foundation
9565433
Projects
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Naive Bees Deep Learning With Images
Developed a simple deep learning model that can automatically detect honey bees and bumble bees and then loads a pre-trained model for evaluation.
Language: Python3
Libraries Used:
- pickle, pathlib, skimage [for image processing]
- pandas, numpy, sklearn [for data processing]
- matplotlib [for data visualization]
- keras [for tensor layer]
Classifier: Deep Neural Network (CNN and Dense Layer) -
Predicting Credit Card Approval
Developed an automatic credit card approval predictor using machine learning techniques, just like the real banks do.
Classifier Used: Logistic Regression
Libraries Used: pandas and sklearn
Language: Python3
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Sentiment Analysis | Deep Learning | CNN
This project is about the sentiment analysis of the reviews using the deep neural network. Using the model we can easily classify any review as the as Good or Bad.
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A Rest API for classification
A Rest API of image classification, implemented through Flask, and pre-trained model of the Keras. Tensorflow is also used for the purpose of image processing.
PS: The main aim of this project is to focus on the implementation of previously gained knowledge. -
Image Classification | Deep Learning | Tensorflow
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Developed a model for the classification of CIFAR10 and CIFAR100 dataset using a deep neural network. Experimented with the number of layers and changed other parameters for the comparative study of the model.
Language: Python3
Libraries Used:
- pickle, pathlib, skimage [for image processing]
- pandas, numpy, sklearn [for data processing]
- matplotlib [for data visualization]
- keras [for tensor layer]
Classifier: Deep Neural Network (CNN and Dense Layer)Other creatorsSee project
Languages
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English
Professional working proficiency
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Hindi
Native or bilingual proficiency
More activity by Amit Vikram
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Did you know India now ranks #3 globally in producing unicorns? Here’s why it matters. 🦄 India added 23 unicorns in 2022, despite global economic…
Did you know India now ranks #3 globally in producing unicorns? Here’s why it matters. 🦄 India added 23 unicorns in 2022, despite global economic…
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