Course Description

Course Overview

Data Science is one of the most in-demand skills in today’s tech-driven world, helping professionals analyze, predict, and make data-driven decisions. "Data Science Masterclass: From Zero to Hero" is a comprehensive course designed to take learners from foundational concepts to advanced machine learning techniques. Covering Python, data preprocessing, visualization, machine learning, and model deployment, this course equips participants with practical skills to excel in real-world data science projects.

• Lesson 1: What is Data Science? Key Concepts & Applications
• Lesson 2: Essential Tools – Python, Jupyter, Pandas, NumPy
• Lesson 3: Setting Up Your Data Science Environment

• Lesson 1: Handling Missing Data, Duplicates & Outliers
• Lesson 2: Data Transformation & Feature Engineering
• Lesson 3: Exploratory Data Analysis (EDA) with Pandas & Seaborn

• Lesson 1: Visualizing Data with Matplotlib & Seaborn
• Lesson 2: Advanced Interactive Visualizations with Plotly
• Lesson 3: Creating Dashboards for Business Insights

• Lesson 1: Introduction to Machine Learning – Supervised vs. Unsupervised
• Lesson 2: Building ML Models with Scikit-learn (Regression & Classification)
• Lesson 3: Model Evaluation & Hyperparameter Tuning

• Lesson 1: End-to-End Data Science Project – From Data to Model
• Lesson 2: Deploying ML Models with Flask & Streamlit
• Lesson 3: Industry Applications & Career Pathways

✅ Hands-On Learning – Work on real datasets & projects for practical experience.
✅ Full-Stack Data Science – Covers Python, visualization, ML, and model deployment.
✅ Industry-Relevant Skills – Learn techniques used in finance, healthcare, marketing, and AI.
✅ Career Boost – Gain expertise to land jobs in data science, AI, and analytics.
✅ Project-Based Approach – Build and deploy real-world machine learning models.

This course is perfect for aspiring data scientists, analysts, engineers, and anyone looking to break into the field of AI and ML. Whether you're a beginner or have some experience, this course will take you from zero to hero in Data Science! 🚀