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This Data Science Course 2024 covers all the important skill sets required to get you a job as a Data Scientist!
This particular Data Science Course For Beginners has been taught by our top industry experts associated with companies like Google, Meta, and Microsoft. So, stay until the end of this video, you will understand Data Science from Fundamentals To Solving Basic Data Science Problems Using Machine Learning Algorithms.
With this Data Science Course 2024, we will give you the Fundamental idea of what is data science, What Datasets are all about, Basic Machine Learning Algorithms, and how you can solve real-world problems like heart disease detection using Data science.
We will also help you with the trending project idea which is creating a Chatbot of your own like ChatGPT using data science. We will also highlight some of the important data science interview questions.
🔵 Following topics are covered in this Data Science Full Course 2024:
00:00:00 - Introduction to Data Science Course
00:02:35 - What is Data Science?
00:06:39 - Introduction to Data Science and Machine Learning
00:13:43 - Types of Data
00:24:08 - Components of Data Science Projects
00:36:46 - Data Science vs ML vs AI
00:48:57 - Heart Disease Prediction
01:14:39 - Types Of Machine Learning
01:40:26 - Linear Regression
02:46:13 - Hypothesis Functions
03:11:45 - Gradient Descent
04:43:49 - Advantages of Liner Regression
05:10:42 - Regression Model Evaluation Metrics
05:35:54 - Linear Regression for Classification
07:17:17 - Logistic Regression
08:14:09 - Decision Tree and Random Forest
10:20:50 - Project
11:01:43 - Data Science Interview Questions
✅ 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.
➡️ About the Data Science Course
This course helps you master Python, SQL, machine learning, AI, and PowerBI. Get Data Science Certification from IITM Pravartak (An Innovation Hub of IIT Madras). Become a data scientist by taking this course through a 7-month online program. This online training includes hackathons, faculty sessions, 1:1 doubt clearance, and career services.
➡️Who should take this Course?
✅Information Architects and Statisticians
✅Developers looking to master Machine Learning and Predictive Analytics
✅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 -
👉🏼50+ Live sessions across 7 months
👉🏼218 Hrs Self-paced Videos
👉🏼200 Hrs Project & Exercises
👉🏼Learn from IIT Madras Faculty and Industry Practitioners
👉🏼1:1 with Industry Mentors and 24*7 Support
👉🏼Resume Preparation and LinkedIn Profile Review
👉🏼Campus Immersion at IIT Madras
👉🏼No-cost EMI Option
➡️ 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
✅ Supervised and Unsupervised Learning in ML
✅ Performance Metrics
✅ Deep Learning Using TensorFlow
✅ Data Science Capstone Project
✅ Business Case Studies
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🚀 Intellipaat Advanced Certifications
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