How To Become A Data Scientist | Data Scientist Roadmap | Data Science | Intellipaat
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In this video on How to become a data scientist, we'll explore the importance of data science and why you should go for a Data Science Career. We'll then present a detailed Data Science Roadmap designed to equip you with essential skills and get you ready for Data Science Interviews at leading companies. Finally, we've created a comprehensive, year-long, slow-paced study plan to guide your learning journey. Check out the Free Data Science Study Plan link above.
By the end of this video, you’ll get an idea of How to Become a Data Scientist, because this video will cover all the essential steps of the Data Scientist Roadmap.
🔵 Following topics are covered in this video on How to Become a Data Scientist:
00:00 - Introduction
01:09 - Why Data Science?
01:38 - Are There Enough Data Science Jobs Available?
02:53 - Data Science Salary
03:37 - Data Science Roadmap
03:50 - Learn Statistics For Data Science
05:27 - Learn Programming Language
06:20 - Practice Basic Python Libraries (Numpy, Pandas, Seaborn, Matplotlib)
07:07 - Master SQL and EDA
08:12 - Machine Learning Algorithms
09:41 - Build Projects
✅ How to Become a Data Scientist?
To be a data scientist, you typically need a strong background in mathematics, statistics, and computer science, proficiency in programming languages like Python or R, experience with data manipulation and analysis tools, and a good understanding of machine learning algorithms.
✅What are the essential skills in the Data Scientist roadmap for mastering machine learning and data visualization?
The Data Scientist roadmap typically includes proficiency in programming languages like Python or R, statistical analysis, machine learning techniques, data manipulation, and effective communication of findings through data visualization.
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➡️ About the Course
Master Python, SQL, Machine Learning, Power BI, Generative AI & more
Live Interactive sessions from IIT faculty & top industry experts
24X7 Support for doubt resolutions & technical queries
Guaranteed Placement Assistance to land your dream job
Advanced Certification from iHub IIT Roorkee (An Innovation Hub of IIT Roorkee)
➡️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
👉🏼Resume Preparation and LinkedIn Profile Review
👉🏼Campus Immersion at IIT Roorkee
👉🏼No-cost EMI Option
➡️ What’s Covered in This Program? -
✅ Module 1 – Preparatory Session - Linux and Python
✅ Module 2 – Data Wrangling with SQL
✅ Module 3 – Python With Data Science
✅ Module 4 – Linear Algebra and Advanced Statistics
✅ Module 5 – Machine Learning
✅ Module 6 – Supervised Learning
✅ Module 7 – Unsupervised Learning
✅ Module 8 – Deep Learning Using TensorFlow
✅ Module 9 – Data Science Capstone Project
✅ Module 10 - Business Case Studies
✅ Module 11 - Generative AI
Elective
✅ Module 12 – Power BI
✅ Module 13 – Deploying Machine Learning Models With Cloud
✅ Module 14 – Git
Job Readiness
✅ Module 15 – Data Analysis With MS Excel
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