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Data Science Full Course | Data Science Course For Beginners | Learn Data Science | Intellipaat
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The Data Science Full Course for Beginners by Intellipaat is designed in collaboration with real-time industry experts to provide a comprehensive learning experience. This Data Science Training program has been meticulously crafted based on a thorough analysis of data scientist job descriptions for 2024, ensuring that you acquire the skills necessary for an entry-level data scientist role. Throughout this Data Science Tutorial for Beginners, you'll explore fundamental topics such as what data science is, how to become a data scientist in 2024, machine learning for data science, and various data science algorithms. Additionally, the course offers insights into common data science interview questions for 2024 and features a stellar data science project that will help set you apart from the competition.
📖Below are the concepts covered in this 'Data Science Full Course' video:
00:00:00 - Introduction to Data Science Course
00:02:50 - What is Data Science?
00:09:30 - How to Become a Data Scientist in 2024?
00:20:15 - What Does a Data Scientist Do?
00:23:10 - How to Master Data Science
00:36:50 - Machine Learning with Python
00:51:40 - Machine Learning Basics
01:14:00 - ML Myths
01:31:14 - TYPES OF ML
01:54:00 - Classification Algorithms
02:07:07 - What is Regression?
02:21:06 - Types of Regression
02:28:22 - What is Linear Regression?
03:24:37 - What is Logistic Regression?
03:43:00 - Linear Regression Hands-On
04:50:00 - Logistic Regression Hands-On
07:20:00 -Decision Tree Algorithm
08:53:00 - Random Forest Algorithm in Machine Learning
10:20:44 - Data Science Project (Book Recommendation System)
11:00:00 - Data Science Interview Questions and Answers
✅ What exactly is data science course?
A Data Science Course is a complete learning resource that would enable you to master the data science discipline. You will get to learn about the fundamentals of data science such as Machine Learning, Multiple data science algorithms, projects, etc.
👉🏼In this Free Data Science courses video, you will undergo 4+ Data Science Courses along with multiple Quizes and industry-oriented project.
Course 1: Introduction to Data Science
Course 2: Machine Learning with Python
Course 3: Supervised and Unsupervised Learning in ML
Course 4: Building Robust Data Science Project
➡️ 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
➡️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
More Intellipaat Advanced Certifications -
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