Data Science Full Course 2024 | Learn Data Science in 7 Hours | Data Science Course | Intellipaat
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This Data Science Course 2024 brings together all the essential skills you need to land a job as a Data Scientist! Our experts from top companies like Google, Meta, and Microsoft guide you through each step. By sticking with us to the end of the video, you'll gain a solid understanding of Data Science—starting from the basics and moving towards solving beginner-friendly problems using Machine Learning algorithms.
Throughout this course, we’ll cover everything you need to know about Data Science fundamentals, working with datasets, understanding basic Machine Learning algorithms, and tackling real-world problems, using the algorithms you will learn. Throughout this particular course, we are going to tackle 4 projects in detail, so don't miss out on any topic in timeline.
📖 Below are the concepts covered in this 'Data Science Course' video:
00:00:06 - Introduction to Data Science Course
00:03:02 - What is Data Science?
00:09:33 - How to Become a Data Scientist in 2024?
00:20:17 - What do Data Scientists Do?
00:36:32 - Machine Learning Around You
00:48:30 - Machine Learning 101
01:28:03 - Types of Machine Learning- Supervised Vs Unsupervised Learning
01:40:36 - Classification Algorithms
01:47:39 - Regression Algorithms
01:50:36 - Linear Regression Theory
03:02:56 - Logistic Regression Theory
03:20:17 - Linear Regression Implementation
04:15:45 - Decision Tree Algorithm
05:02:58 - Random Forest Algorithm
05:55:51 - Data Science IQ
✅ What is the Data Science Course?
Data science is the study of data to extract meaningful insights for business. It is a multidisciplinary approach that combines principles and practices from the fields of mathematics, statistics, artificial intelligence, and computer engineering to analyze large amounts of data.
✅ What are the benefits of taking an online Data Science course?
Taking an online Data Science course can provide you with a flexible and convenient way to learn this in-demand skill set. Especially if the course is free, you don't have to spend money for the immense learning you're going to receive.
➡ ️ About the Course
This instructor-led Data Science Training, in association with iHUB, IIT Roorkee, will help you master Data Science & AI. The training covers Python, SQL, Statistics, Machine Learning, AI, etc, along with work on real-time projects.
➡ ️ Who should take this course?
☑ ️ Information Architects and Statisticians
☑ ️ Developers looking to master Machine Learning and Predictive Analytics
☑ ️ Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
☑ ️ Aspirants who are looking to work as Machine Learning Experts, Data Scientists, etc.
☑ ️ Anyone who wants to learn machine learning, artificial intelligence, data visualization, data analytics, data structures, and algorithms (DSA).
➡ ️ Key Features - (Course Features)
👉 🏼 50+ Live sessions across 7 months
👉 🏼 218 Hrs Self-paced Videos
👉 🏼 200 Hrs Project & Exercises
👉 🏼 Learn from IIT Roorkee Faculty and Industry Practitioners
👉 🏼 1:1 with Industry Mentors and 24*7 Support
👉 🏼 Campus Immersion at IIT Roorkee
➡ ️ What’s Covered in This Program? -
✅ Preparatory Session - Linux and Python
✅ Data Wrangling with SQL
✅ Python with Data Science
✅ Linear Algebra and Advanced Statistics
✅ Machine Learning
✅ Performance Metrics
✅ Deep Learning Using TensorFlow
✅ Data Science Capstone Project
✅ Business Case Studies
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