Data Science Course | Data Science For Beginners | Best Data Science Training | Intellipaat
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This Data Science Course covers all the important skill sets required to get you a job! This video has been designed by top industry experts from around the world and includes real-time projects and important interview questions!
This Data Science Course will help you understand What Data Science, Introduction to Machine Learning, Supervised Learning Algorithms in Python, Unsupervised Learning Algorithms in Python, Introduction to Artificial Intelligence, Deep Dive into Neural Networks, Modeling with Keras, Convolutional Neural Networks, Recurrent Neural Networks Introduction to Natural Language Processing, Text Processing Techniques, Word Embedding, Text Classification & Feature Engineering in the end is, we’ll also be discussing Data Science Project on Intellipaat ChatBot, Data Science Interview Questions.
This Data Science Course video is suitable for those individuals who aspire to become Data Scientists.
🔵 Following topics are covered in this Data Science Course:
00:00:00 - Introduction
00:02:43 - What is Data Science?
00:06:47 - Introduction to Machine Learning
00:24:29 - What is Regression?
01:10:38 - Introduction to Logistic Regression
01:39:41 - What is Classification?
02:12:41 - Confusion Matrix
03:12:07 - Recommendation Engine
03:54:02 - Topology of a Neural Network
04:06:56 - Why Artificial Intelligence?
04:20:07 - What is Machine Learning?
04:29:22 - Machine Learning Algorithms
04:31:13 - Introduction to Deep Learning
04:38:09 - Deep Learning Frameworks
04:41:35 - What is Tensors?
05:30:32 - Limitations of Single-Layer Perceptron
05:42:58 - Backpropagation Algorithm
06:05:42 - Gradient Descent
06:15:44 - Adam Optimization Algorithm
06:31:13 - Modeling with Keras
07:27:44 - Convolutional Neural Networks
07:52:58 - Recurrent Neural Networks
08:37:48 - Introduction to Natural Language Processing
10:39:25 - ChatBot Tutorial
11:14:46 - Interview Questions
🔵 What is a Data Science?
Data science combines maths and statistics, specialized programming, advanced analytics, artificial intelligence (AI), and machine learning with specific subject matter expertise to uncover actionable insights hidden in an organization's data. These insights can be used to guide decision-making and strategic planning.
🔵 How to Become a Data Scientist?
To become a data scientist, start by getting a degree in computer science, math, or a related field. Learn programming languages like Python and R, and understand math and statistics. Gain experience through internships or projects. Stay updated with new skills and technologies as the field evolves. Good communication and problem-solving skills are also essential. Taking a Good Data Science Course from a prestigious institute will help you gain the knowledge and confidence to pursue your career as a Data Scientist.
🔵Is data science a good career?
Yes, a career in data science is a good choice! Many companies need people who can help them understand and use data to make smart decisions. This field offers good job opportunities and competitive salaries. You can work in different industries like finance, healthcare, or tech. It's a job that keeps your brain busy and always learning. Plus, you can have a big impact by using data to solve important problems and improve things.
▶️ Intellipaat's Advanced Certification in Data Science and AI: https://intellipaat.com/advanced-certification-data-science-artificial-intelligence-iitm-pravartak/
▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers
🔵 Intellipaat Training courses: https://intellipaat.com/
Intellipaat is a global online professional training provider. We offer some of the most updated, industry-designed certification training programs, including 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.
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