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Credit Card Default Prediction using Random Forest (with full Code)
Featured🌟 Calling students and freshers eager to excel in Data Science and ace your Academic or Real-life practice Projects! Dive into "Credit Card Default Prediction using the Random Forest Algorithm". 📊 💡 Credit Card Default Prediction may sound specific, but it's a fantastic opportunity to boost your Machine Learning skills for your academic journey. 📈 [with full Code and Video Explainers] In this exciting project, you'll embark on a learning adventure with Random Forest, a must-know tool in the data science toolkit. Through hands-on experience, you'll grasp crucial concepts like Feature Engineering, Data Preprocessing, and Model Optimization using techniques like Grid-Search Cross Validation, evaluating against Decision Tree results, all while scoring top grades in your coursework. By doing this project, you'll not only master Random Forest but also gain the confidence to tackle various data science challenges that will set you apart in your academic projects and lift career prospects. ⭐ #data analytics projects for students #data analytics projects for students #data analytics projects #data analytics projects Credit Card Default Prediction
₹ 499.00₹ 199.00
Twitter (X) Sentiment Analysis using NLP and Logistic Regression + Streamlit UI (with full Code)
Featured🌟 Get ahead of the Competition in the Data Science Job Market. Learn Machine Learning through this Twitter Sentiment Analysis Project! 📊 💡 Sentiment Analysis is a form of Text Classification and is used widely in a huge number of use cases across Industries. 📈 [with full Code and Video Explainers] In this Project, you will perform detailed Analysis Twitter data using extensive NLP Techniques. You will create text embedding vectors using the Bag of Words (BoW) and TF-IF methods. These word embeddings will then be used in the powerful Logistic Regression ML algorithm to develop our Sentiment Analysis Model. We will learn to create the models out of both Bow as well as TF-IDF embeddings. Through this project, you will learn a number of NLP techniques including BoW and TF-IDF methods plus classification modelling using Logistic Regression. 🚀 Whats more, you will also build a Streamlit UI to test out your project. ⭐ #twitter sentiment analysis #free machine learning projects #machine learing projects for beginner #project for student #project for beginner
₹ 499.00₹ 199.00
Redcat Shoes Sales Analytics in Python and SQL (with full Code)
Featured🌟 Get ahead of the Competition in the Job Market. Become an Analytics Professional: Dive into this Sales Analytics Project Today! 📊 💡 Sales Analytics is used by the Business and Top Leadership to gain insights about their Sales, Products and Customer Demographic patterns in transactions. Sales Insights is essential for any enterprise to take actions to improve their sales. 📈 [with full Code and Video Explainers] In this Sales Analytics Project, you will perform detailed Analysis on the given data using SQL and Python. This course will go into a lot of depth of SQL queries and Python Data Analysis and Visualisations. There are detailed and step-by-step instructions, video and Code to make it smooth learning and doing for you. At the end of the project, you will be really comfortable with complex Data Analysis using SQL and Python. The other positive angle of the Project is that it will teach you domain understanding in Sales Transactions, Customer and Product Data and how these Data can be handled through SQL and Python to bring out Insights and help the management in Decision Maning through these Analytics Insights. 🚀
₹ 599.00₹ 249.00
CIFAR-10 Image Classification using CNN with Streamlit Deployment (with full Code)
Featured🚀 Take your Data Science skills to the next level by extending your project to include Object Detection using Neural Networks. Learn how to identify and locate objects within images, a capability used extensively in fields like autonomous vehicles 🚗, surveillance 📹, and retail analytics 🛒. [with full Code and Video Explainers] 🧠 Neural Networks or Deep Learning, especially CNN (Convolutional Neural Network) that is used in this Project, are the secret sauce behind solving highly complex Data Science problems 🧩. They are considered a premium skill among Data Scientists 📊, setting you on a path to exciting and well-compensated career opportunities! 💼✨ This project help you explore various aspects of image classification, including data preprocessing, model architecture design, hyperparameter tuning, training, evaluation, and deployment. It's a foundational exercise for individuals looking to gain hands-on experience in applying Deep Learning techniques to real-world image datasets and understanding the challenges and nuances associated with image recognition tasks. In the second part of the project, we will make a deployment of our project using Streamlit, wherein we will upload an Image through the Streamlit UI and our model will return the output Class on the UI.
₹ 499.00₹ 199.00
Student Dropout Prediction using Machine Learning (with full Code)
Featured📚 Elevate Your Data Science Journey with this Student Dropout Prediction Project using Machine Learning. 🎓 In this project, you'll harness the power of two very popular Classical ML algorithms named Naive Bayes 📊 and Decision Tree 🌳, essential tools in a Data Scientist's toolkit, to predict student dropouts ✍️💼. [with full Code and Video Explainers] Through this Project, you will learn Machine Learning – Classification Algorithms through an emulated case of Predicting whether or not a Student will Drop out of a Course by statistically analysing past Students' Academic Performance data and training your Classification Models. You will solve this problem by learning, using and optimising 1) Naive Bayes and 2) Decision Tree algorithms. At the end, you will Evaluate and Compare the Models for best performance.
₹ 499.00₹ 199.00
Stock Price Prediction with Time Series Analysis using Machine Learning (with full Code)
Featured🚀 Are you ready to explore the fascinating world of stock market predictions and elevate your Data Science career to new heights? Let's dive in and start predicting the future! 📊🌟 [with full Code and Video Explainers] In this project, you'll harness the ARIMA (AutoRegressive Integrated Moving Average) 📊, a very popular Time Series Analysis model, to predict stock prices 📈📉. Through this Project, you will learn Machine Learning - Time Series Forecasting through an emulated case of Predicting future Stock Price based on past Statistical Trends of Stock Price Data. You will solve the Stock price problem by learning and using a famous Time Series algorithm called ARIMA and also use Auto-ARIMA.
₹ 499.00₹ 199.00