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Unleash the Power of Data to Predict Ethereum Prices and Detect Brain Tumors using CNN.

What you will learn

Have a great intuition of many Machine Learning models

Learn which Machine Learning model to choose for each type of problem

Master Machine Learning and use it on the job

Write clean, maintainable and performant code

Description

Embark on a journey of practical data-driven innovation with our Real-World Machine Learning and Data Science Projects Masterclass. This comprehensive course is designed to empower you with the skills and knowledge needed to harness the potential of machine learning and data science in two impactful projects: predicting Ethereum prices and detecting brain tumors using Convolutional Neural Networks (CNN).

In the fast-evolving landscape of technology, data is the driving force behind informed decision-making and groundbreaking advancements. This course is your gateway to hands-on experience, enabling you to transform raw data into actionable insights.

Project 1: Predicting Ethereum Prices Delve into the realm of cryptocurrency markets as you learn how to predict Ethereum prices with accuracy. Through a step-by-step approach, you’ll understand data preprocessing, feature engineering, and selecting appropriate machine learning algorithms. Explore time series analysis techniques to forecast price trends and make informed predictions in the volatile world of cryptocurrency.


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Project 2: Detecting Brain Tumors using CNN Experience the life-changing potential of machine learning in healthcare. You’ll unravel the intricacies of Convolutional Neural Networks (CNN) to develop a model that can detect brain tumors in medical images. Learn about data augmentation, model architecture, and fine-tuning to achieve reliable results in medical diagnosis. This project not only equips you with technical skills but also demonstrates the profound impact of AI in saving lives.

Throughout this masterclass, you’ll receive expert guidance on best practices, pitfalls to avoid, and real-world challenges encountered in these domains. By the end of the course, you’ll have two impressive projects to showcase in your portfolio, demonstrating your proficiency in machine learning, data manipulation, and project development.

Whether you’re an aspiring data scientist, a seasoned developer, or someone eager to make a tangible impact in dynamic fields, this Real-World Machine Learning and Data Science Projects Masterclass empowers you to turn data into actionable intelligence and innovation. Enroll now and embark on a transformative learning journey that bridges theory with hands-on expertise.

English
language

Content

Project-1: Predict Ethereum Prices Using Data Science

Introduction
Data pre processing
Feature Creation and processing
Model
Flask app
Download the project files

Project-2: Brain Tumor Detection using CNN

Introduction
Data Reading and processing
Model
Flask app
Download the project files

Additional Learning Content

Data Science Cheat Sheet
Deep Learning Cheat Sheet
Data Science Mind Map
Deep Learning Mind Map
Interview Prep: Multiple Choice Questions DS, ML, DL