Data Science Bootcamp 2025 – Build 365 Projects In 365 Days

What you'll learn
Introduction to Data Science
Foundational Knowledge Data Science
Foundational Knowledge Python & R Programming
Intermediate Data Analysis
Machine Learning Fundamentals
Data Engineering Fundamentals
Data Science Real Projects
Requirements
No programming experience needed. You will learn everything you need to know
Description
Unlock the full potential of data science with our comprehensive course, "Master Data Science: Hands-On with 100 Real-World Projects." Dive deep into the realm of data analysis, machine learning, and artificial intelligence as you embark on a journey through 365 immersive projects designed to sharpen your skills and expand your expertise.In this course, we prioritize practical learning, offering you hands-on experience with real-world datasets across various industries and applications. From predicting stock market trends to analyzing customer behavior, from natural language processing to image recognition, you'll tackle a diverse array of projects that mirror the challenges faced by data scientists in today's dynamic landscape.Led by industry experts, each project is meticulously crafted to provide you with invaluable insights and actionable techniques. Whether you're a beginner looking to build a strong foundation or an experienced data professional aiming to refine your abilities, our course caters to all skill levels, guiding you through each project step-by-step.Key Features:100 real-world projects covering a wide range of data science concepts and applications.Hands-on experience with popular tools and libraries such as Python, TensorFlow, and scikit-learn.Expert guidance and support to help you tackle complex challenges and deepen your understanding.Practical tips, tricks, and best practices from seasoned data science professionals.Access to a vibrant community of learners, fostering collaboration and knowledge sharing.By the end of this course, you'll have not only mastered essential data science techniques but also built a robust portfolio showcasing your expertise to potential employers or clients. Whether you aspire to advance your career in data science, launch your own projects, or simply explore the endless possibilities of data-driven insights, "Master Data Science: Hands-On with 100 Real-World Projects" equips you with the skills and confidence to succeed in today's data-driven world.Enroll now and take the first step towards becoming a proficient data scientist, ready to tackle any challenge that comes your way. Let's embark on this transformative journey together!
Overview
Section 1: Day 1 - Why Employees Leave: A Data Science Approach for HR Professionals
Lecture 1 Importing Data and Library Day 1
Lecture 2 Exploratory Data Analysis Day 1
Lecture 3 Data Processing Day 1
Lecture 4 Build and Run Day 1
Lecture 5 Key Learning Objectives
Section 2: Day 2 - Data Science Analysis Bank Marketing Campaign
Lecture 6 Defining the Business Challenge: Bank Marketing in Focus
Lecture 7 Setting Up the Workspace: Importing Libraries and Data
Lecture 8 Perform Data Visualization
Lecture 9 Understand the Theory and Intuition behind K-Mean Algorithm
Lecture 10 Obtain Optimal Number of Clusters K
Lecture 11 Apply K-Means Clustering to Perform Market Segmentation
Lecture 12 Understand the Intuition Behind Principal Component Analysis (PCA)
Lecture 13 Understand the Intuition Behind Autoencoders
Lecture 14 Build and Train Autoencoder
Lecture 15 Build and Run Autoencoder
Section 3: Day 3 - Sales Gworth Analysis with Data Science
Lecture 16 Understand the Problem Statement and Business Case
Lecture 17 Import Dataset
Lecture 18 Import Library
Lecture 19 Explore Sales Data
Lecture 20 Data Sales Analysis
Lecture 21 Data Sales Proccess
Lecture 22 Data Sales Validation
Lecture 23 Understand Tools Machine Learning
Lecture 24 Train Model
Lecture 25 Build Model
This course is designed for anyone eager to dive into data science, whether you're a beginner or seasoned professional, with 100 hands-on projects to solidify your skills.

Homepage

https://www.udemy.com/course/data-science-bootcamp-build-projects/

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