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Master Python Programming with Hands-On Projects

Build a solid foundation in Python with hands-on training, expert mentorship, and real-world projects. Learn to write efficient code, automate tasks, and develop applications to kickstart your career in software development and data science!

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Daily assignments and quizzes to track progress

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Python Curriculum

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Project

House Prediction Data

Applying Data Preprocessing and cleaning to the data and using Machine Algorithms to find the Price of the house in a particular state.

Image Colorization

Introducing Pytorch and argument parser to understand RGB pixel orientation and transfer the image to white and Grey format.

MNIST Data

Digit recognition on a set of images and working with blur images using image processing. Understanding the concept of CNN and the concept of Neural Networks.

Tripadvisor Data Analysis

Working with the concept of Web Crawling and Python. Applying text analysis to the data retrieved and working with textblob sentiment analysis.

Bike Sharing Data

Working on the detailed EDA and Data preprocessing on the data which specifies the number of Bike sharing status in a particular city.

Transfer GAN

Understanding the concept of Generative Adversarial Network. Comparing it to CANs, using images of unconditioned Nano Transfer GAN, working to replace a portion of an image by imposing a portion from another image.

Forest Risk

Working on detailed EDA and Data preprocessing to understand the data. Finding the attributes regarding forest fire risk and evaluating the possible risk.

Text QnA

Working with Natural Language Processing. Understanding Bidirectional Transformer and working with BERT model. Using tensorflow and BERT, we will work on how the model will ask questions to text based on the dataset.

Wine Quality Data

Using Machine Learning algorithms to find out the quality of Wine from the given data. Applying preprocessing and feature engineering to understand and extract useful features.

Stock Price Prediction using Machine Learning

This machine learning beginners’ project aims to predict the future price of the stock market based on previous years' data. We will understand how the forecasting works and introduce time series analysis.

Customer Segmentation using Machine Learning

Using Machine Learning algorithms to find the classification and the customers in the consumer base on the basis of Color, Gender, etc.

Sales Forecasting Data

Introduction to LSTM and ARIMA modeling. Working with Time series analysis to forecast the data.

Ronaldo Goal Score Data

Understanding the behavior of a football player to know the number of goals he achieved and brief analysis on the statistics of game.

K-means Clustering

Understanding unsupervised learning and working with the concepts of clustering. Introduction to K-means clustering and classification of the data to unknown labels.

Image Classification of Vegetable and Fruit Data

Introduction to image classification and classification of the neural network concept. Classifying between a fruit/vegetable and a vegetable/fruit using training the models.

Basic GAN Overview using Image

Introducing GANs and understanding all projects on GANs such as Scagan, ImageKart, working on image to see image translation.

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