Set Operations and Important Laws |Video #144 Data Science & A.I. Lecture Series Welcome to PostNetwork Academy! In this engaging lecture, Bindeshwar Singh Kushwaha explains the fundamentals of Set Operations and the Important Laws of Sets—key concepts essential for anyone diving into Data Science and Artificial Intelligence. Topics Covered: - Union, Intersection, Complement, Difference, and Symmetric Difference of sets - Key laws like Idempotent, Identity, Commutative, Associative, and De Morgan's Laws - Applications of sets with practical examples and formulas - Step-by-step problem-solving with Venn diagrams Example Highlight: Discover how to solve real-world problems like analyzing language proficiency in a group of people using set operations and formulas. --- Follow PostNetwork Academy for more: Website: www.postnetwork.co YouTube Channel: https://lnkd.in/dTzKs_7x Facebook: https://lnkd.in/dyRkUHJj LinkedIn: https://lnkd.in/dQUKkYjX --- Like, Comment, and Share to spread the knowledge! Subscribe for weekly content on Data Science, A.I., and more! #SetOperations #DataScience #ArtificialIntelligence #MathLecture #PostNetworkAcademy
About us
I am Bindeshwar Singh Kushwaha, founder of PostNetwork Academy (www.postnetwork.co).This page walks you through, computer programming, mathematics, statistics, A. I., Machine Learning, Deep Learning, Data Science, Internet of Things and Robotics from basics to advance level. Moreover, you will also get to know about research and development in the respective fields. Will you support me??
- Website
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https://www.postnetwork.co/
External link for PostNetwork Academy
- Industry
- Higher Education
- Company size
- 1 employee
- Headquarters
- Ghazipur, U.P.
- Type
- Self-Employed
- Founded
- 2018
- Specialties
- A.I., Microcontrollers, Sensors, Data Science, and Robotics
Locations
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Primary
Vill-Basuhari
Ghazipur, U.P. 232340, IN
Updates
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Venn Diagrams | Video #143 Data Science and A.I. Lecture Series Welcome to our Data Science and AI Lecture Series! In this video, we dive into the world of Venn Diagrams, an essential tool in set theory that simplifies understanding the relationships between sets. Whether you're studying mathematics, data science, or AI, mastering concepts like intersections, unions, differences, and subsets is crucial. In this lesson, we cover: - What Venn Diagrams are and how they represent sets - Disjoint sets and how to visualize them - Subset relationships and their visual representation - Intersection and difference of sets - Union of sets and how to illustrate them If you're looking to improve your understanding of set theory and its applications, this video is for you! 🔗 Links: - Website: [www.postnetwork.co](http://www.postnetwork.co) - YouTube Channel: [PostNetwork Academy](https://lnkd.in/dTzKs_7x) - Facebook: [PostNetwork Academy on Facebook](https://lnkd.in/dyRkUHJj) - LinkedIn: [PostNetwork Academy on LinkedIn](https://lnkd.in/dQUKkYjX) 🔔 Don't forget to like, subscribe, and hit the notification bell to stay updated with more educational content! #VennDiagrams #SetTheory #DataScience #AI #PostNetworkAcademy #Mathematics #Learning #SetOperations #Intersection #Union #Subset #DisjointSets --- Let me know if you want any further changes!
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Hierarchy of Sets | Video #142 Data Science and A.I. Lecture Series Description: Dive into the fascinating world of sets with PostNetwork Academy! In this video, we'll explore: - Universal Set: The largest set in any given context. - Subsets: Sets contained within another set. - Proper Subsets: Subsets that leave out at least one element. - Power Sets: The collection of all possible subsets of a set. This video is perfect for students, educators, and enthusiasts in mathematics, data science, and artificial intelligence. 🔗 Learn more: [www.postnetwork.co](http://www.postnetwork.co) 🎥 Subscribe for more educational content: [https://lnkd.in/dSpem5yr) Don’t forget to like, share, and comment with your thoughts or questions! See you in the video! #HierarchyOfSets #Mathematics #PostNetworkAcademy #DataScience #AI
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Introduction to Sets and Type of Sets | Video #141 Data Science and A.I. Lecture Series Welcome to PostNetwork Academy! In this video, Bindeshwar Singh Kushwaha explains the foundational concepts of Sets—an essential topic in mathematics and computer science. Whether you're diving into Data Science, Artificial Intelligence, or just brushing up on your math skills, this lecture will provide you with a clear understanding of sets and their types. What You'll Learn: - Definition and examples of sets - Methods of representing sets (Roster and Set-Builder Methods) - Types of sets: Null sets, Singleton sets, Finite and Infinite sets, Subsets, Power sets, and more - Real-world applications and examples to enhance your understanding Stay Connected with PostNetwork Academy: - Website: www.postnetwork.co - YouTube: https://lnkd.in/dTzKs_7x - Facebook: https://lnkd.in/dyRkUHJj - LinkedIn: https://lnkd.in/dQUKkYjX Don’t forget to like, comment, and subscribe to stay updated with more informative lectures. Hit the notification bell to never miss an update! #Sets #Mathematics #DataScience #ArtificialIntelligence #PostNetworkAcademy
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📊 Subjective Approach to Probability | Video #140 Data Science and A.I. Lecture Series Welcome to this lecture on the Subjective Approach to Probability, part of the Data Science and A.I. Lecture Series by PostNetwork Academy. In this video, Bindeshwar Singh Kushwaha explores how probability can be interpreted as a measure of belief or confidence, based on personal judgment and expertise. What You’ll Learn in This Video: 1. The core principles of the subjective approach to probability 2. When to use subjective probability: - For events that do not occur at all - For unique events that occur only once - When repeated trials under identical conditions are not possible 3. Real-world examples of subjective probability: - Estimating the likelihood of a student achieving first rank in a test - Understanding how subjective probabilities vary between individuals due to biases and experiences Connect with PostNetwork Academy: - Website: www.postnetwork.co - YouTube: PostNetwork Academy (https://lnkd.in/dTzKs_7x) - Facebook: PostNetwork Academy (https://lnkd.in/dyRkUHJj) - LinkedIn: PostNetwork Academy (https://lnkd.in/dQUKkYjX) Subscribe for More: If you enjoyed this lecture, make sure to like, share, and subscribe to our channel for more engaging content on probability, data science, and artificial intelligence. Have Questions or Feedback? Let us know in the comments section below—we’d love to hear from you. Thank you for watching, and see you in the next session. 🚀
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Relative Frequency Approach in Probability | Video #139 Data Science and A.I. Lecture Series Welcome to this insightful lecture on the Relative Frequency Approach in Probability, brought to you by PostNetwork Academy. In this video, Bindeshwar Singh Kushwaha explains how relative frequencies are calculated and how they can be used to estimate probabilities in real-world scenarios. What You’ll Learn in This Video: 1. The concept of relative frequencies and probabilities 2. Examples of relative frequency calculations, including: - Age distribution of couples - Age-related probabilities for students - Tyre durability analysis 3. Practical applications of relative frequencies in decision-making and data science Lecture Highlights: - Formula for Relative Frequencies: Understand how probabilities are derived from observed data - Real-Life Examples: Learn to calculate probabilities using real-world datasets, such as age distributions and tyre durability Connect with PostNetwork Academy: - Website: www.postnetwork.co - YouTube: PostNetwork Academy (https://lnkd.in/dTzKs_7x) - Facebook: PostNetwork Academy (https://lnkd.in/dyRkUHJj) - LinkedIn: PostNetwork Academy (https://lnkd.in/dQUKkYjX) Subscribe for More: If you enjoyed this video, don’t forget to like, share, and subscribe for more lectures on data science, A.I., and probability theory. Questions or Feedback? Drop your thoughts in the comments section below—we’d love to hear from you! Thank you for watching. Let’s keep learning and growing together.
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Different Approaches to Probability Theory Video #138 Data Science and A.I. Lecture Series Explore the fascinating world of probability theory in this lecture, "Different Approaches to Probability Theory," presented by Bindeshwar Singh Kushwaha at PostNetwork Academy. This session, part of the Data Science and AI Lecture Series, delves into alternative methods of probability beyond the classical approach, addressing real-world scenarios where traditional models fall short. Key topics include: - **Relative Frequency Approach**: Understanding statistical probability through observed data. - **Subjective Probability**: Insights into personal judgment-based probabilities. - **Axiomatic Probability**: A foundational framework for modern probability theory. Real-world examples, such as salary distribution and coin toss experiments, illustrate these concepts. Learn about the limitations of statistical probability and how experimental conditions can influence outcomes. Stay connected with PostNetwork Academy: - 🌐 Website: [www.postnetwork.co](http://www.postnetwork.co) - 📺 YouTube: [https://lnkd.in/dSpem5yr) - 👍 Facebook: [https://lnkd.in/dh9zuk52) - 💼 LinkedIn: [https://lnkd.in/dU_9rHA7) Thank you for watching! Don't forget to like, share, and subscribe for more insightful lectures on data science and AI.
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Probability Examples Related to Combinations Video #137 Data Science and A.I. Lecture Series In this video, we explore probability problems related to combinations, with real-world examples and step-by-step solutions. Perfect for students of mathematics, data science, and artificial intelligence, this session simplifies complex concepts into manageable steps. 📌 What You'll Learn: 1️⃣ Drawing Cards from a Deck Calculating probabilities for scenarios like one red and one black card, both cards of the same suit, and more. 2️⃣ Arranging Letters in STATISTICS Finding the probability of all three T’s appearing together in random arrangements. 3️⃣ Lottery Winning Probability Understanding the odds of winning a lottery when choosing six numbers from a pool of 30. 💡 Why Watch This Video? Learn how to solve probability problems step by step. Gain clarity on real-world applications of combinations. Enhance your understanding of fundamental concepts in mathematics and data science. 📚 Resources and Links: 🌐 Visit our website: www.postnetwork.co 🎥 Subscribe to our YouTube Channel: PostNetwork Academy 👍 Like us on Facebook: PostNetwork Academy 🔗 Follow us on LinkedIn: PostNetwork Academy ✨ Don’t forget to like, comment, and subscribe for more educational content! 📩 Have questions or suggestions? Drop them in the comments below! #Probability #Combinations #Mathematics #DataScience #AI #PostNetworkAcademy
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Theorem Related to Combinations Video #136 Data Science and A.I. Lecture Series In this video, we explore the fascinating world of **combinations**, diving into key theorems and practical examples. Whether you're a student, educator, or professional, this session will help you understand and apply combination formulas effectively. ### 📌 What You'll Learn: 1️⃣ Relationship Between Permutations and Combinations - Learn how permutations and combinations are connected through the formula \( P^n_r = C^n_r \cdot r! \). 2️⃣ Pascal’s Identity - Understand the recursive nature of combinations using \( C^n_r + C^n_{r-1} = C^{n+1}_r \). 3️⃣ Solved Examples - Solving combination equations step by step. - Forming committees with specific constraints. - Selecting cards from a deck with different conditions. ### 💡 Why Watch This Video? - Simplified explanations for complex theorems. - Step-by-step solutions to practical problems. - Perfect for students of **data science**, **AI**, and **mathematics**. --- ### 📚 Resources and Links: 🌐 Visit our website: [www.postnetwork.co](http://www.postnetwork.co) 🎥 Subscribe to our YouTube Channel: [PostNetwork Academy](https://lnkd.in/dHW8Pvbt) 👍 Like us on Facebook: [PostNetwork Academy](https://lnkd.in/dJHJmynD) 🔗 Follow us on LinkedIn: [PostNetwork Academy](https://lnkd.in/dcdV_BrQ) --- ✨ Don’t forget to like, comment, and subscribe for more educational content! 📩 Have questions or suggestions? Drop them in the comments below! #Combinations #Mathematics #DataScience #AI #PostNetworkAcademy
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Understand Combinations Video #135 Data Science and A.I. Lecture Series Dive into this engaging lecture by Bindeshwar Singh Kushwaha from the Data Science and AI Lecture Series, hosted by PostNetwork Academy. Learn how to solve real-world problems using combinations with step-by-step examples: 🔹 Forming teams 🔹 Counting handshakes 🔹 Drawing cards 🔹 Selecting committee members 💡 Whether you're a student, educator, or enthusiast, this video will enhance your understanding of combinations and their applications in math, data science, and AI. 📌 Stay Connected: 🌐 Website: www.postnetwork.co 📺 YouTube: PostNetwork Academy 📘 Facebook: PostNetwork Academy 💼 LinkedIn: PostNetwork Academy 👉 Don’t forget to like, share, and subscribe for more educational content! 🎥 #Combinations #DataScience #AI #PostNetworkAcademy