🔥 Data Science Course | Data Science Full Course | Data Science Courses For Beginners | Intellipaat
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In this Data Science Course video, you'll learn the basics of data science, from the basics of statistics and machine learning to advanced topics like natural language processing and deep learning. You'll learn how to collect, clean, and analyze data, build machine-learning models, and communicate your findings to stakeholders.
🔵 Here is a breakdown of the topics covered in the video:
➡️ 00:00:00 - Introduction to Data Science 👨🏽💻
What is data science?
Why is data science important?
How to get started in data science
➡️ 00:35:41 - Statistics & Probability 📈
What is probability?
Bayesian tree
Sampling distribution
➡️ 03:59:51 - Introduction to NumPy 📊
What is Numpy?
How to use Numpy for data manipulation
➡️ 05:04:31 - Introduction to Pandas 🐼
What is Pandas?
How to use Pandas for data analysis
➡️ 06:15:05 - Introduction to Matplotlib 🕵🏼♀️
What is Matplotlib?
How to use Matplotlib for data visualization
➡️ 06:21:24 - Types of Plots in Python 🐍
Line plots
Bar charts
Scatter plots
Pie charts
➡️ 08:21:16 - Introduction to Machine Learning 🤖
What is machine learning?
Types of machine learning
➡️ 08:25:05 - Supervised Learning 💡
Logistic regression
➡️ 08:30:10 - Unsupervised Learning 🧠
K-means clustering
Hierarchical clustering
➡️08:32:32 - Reinforcement Learning 📚
Q-learning
➡️ 08:45:48 - Data Manipulation 🔎
How to clean data
How to merge data
How to split data
➡️ 09:32:59 - Data Science Interview Questions & Answers 🎓
How to answer common data science interview questions
This video on Data Science Courses For Beginners is perfect for anyone who wants to learn the skills they need to become a data scientist. Whether you're a student, a working professional, or just someone who's interested in learning more about data science, this video is for you.
Enroll today and start your journey to becoming a Data Scientist!
🔵 Intellipaat Training courses: https://intellipaat.com/
Intellipaat is a global online professional training provider. We are offering some of the most updated, industry-designed certification training programs which include courses in Big Data, Data Science, Artificial Intelligence, and 150 other top-trending technologies.
We help professionals make the right career decisions, choose trainers with over a decade of industry experience, provide extensive hands-on projects, rigorously evaluate learner progress, and offer industry-recognized certifications. We also assist corporate clients in upskilling their workforce and keeping them in sync with the changing technology and digital landscape.
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