Machine Learning and Data Science Real Life Projects[2024]

Build 5 Data Science and ML Projects and Land on Dream job as Data Scientists or Data Analyst-Handson Projects

Created by: Sheik Jamil Ahmed
Instructor at Udemy, Expert in ML, DL, DS, NLP, CV & GenAI

What Will I Learn?

• Learn to Upload Dataset in the Google Colab and find the path of the dataset
• Learn to read the dataset using Pandas
• Learn to use Google Colab for Machine Learning and Data Science Projects
• Learn to Handling Missing Values in the Real World Dataset for Categorical and Numerical Features
• Learn to perform Label Encoding
• Learn to Perform Splitting the Dataset in Training and Testing
• Learn to Model Formation using KNN, Logistic Regression, SVM, XGBoost Regressor
• Learn about Data Visualization using Seaborn and Matplotlib
• Learn to Build your own Predictive System
• Learn about Developing an intuition to solve Machine Learning and Data Science problem in Real World
• Learn to do Model Evalution using R Squared and Accuracy Score

Requirements

• Basic of Python Programming
• Internet Connection
• Distraction Free Environment for Attention
• A willingness to learn and apply the concept

Target audience

• Ambitious beginners and Python Developers eager to unlock their true potential in Data Science and Machine Learning problem-solving.
• Seasoned ML Experts, Data Scientists, and Data Analysts craving a rapid and turbocharged brush-up of their skills.
• Visionaries and knowledge seekers yearning for a hands-on, project-based approach to Machine Learning and Data Science.
• Anyone with a positive mindset, an insatiable thirst for knowledge, and the fiery ambition to seize unparalleled opportunities!