Cognitive Mind

21/03/2023

LFR
Line Follower Robot
It is an autonomous robot that can follow a specific color of the line (mostly black) to do some work. This type of robot is widely used in industries, warehouses, and other places where automated guided vehicles are required to convey packages from one place to another. These robots mostly use Infrared Ray Sensor (IR sensor) to follow the line and there is a motor to move the robot a Microcontroller is used to coordinate between the sensor and the moving mechanism. A line follower robot can move efficiently and accurately along a predetermined path, reducing the need for manual labor and increasing productivity.

21/03/2023

16/03/2023

Interested in Machine Learning? Wish to become a good Data Science practitioner? Want to practically understand how companies are actually utilizing Data Science to be powered by AI? Interested in solving Business-motivated problems? Searching for resources to understand the field and happenings around? Here’s a compiled list that I will keep appending.

1. Understanding the field of Data Science and buzz Words like AI, ML, DL, NLP, Computer Vision, and Robotics
https://lnkd.in/gzE_Sjcz
2. Data Science ongoing interviewing process trends
https://lnkd.in/dWnXaq5z
3. The complete guide/playlist for Linear Regression
https://lnkd.in/gjFTcTu5
4. Working of Isotonic Regression
https://lnkd.in/dRtpS2Kn
5. The Complete Guide/playlist for Logistic Regression
https://lnkd.in/gYYaEKUq
6. What are the different Machine Learning metrics for Classification tasks?
https://lnkd.in/g9zDZdfp
7. The working of Naive Bayes Classifier
https://lnkd.in/ghgyya99
8. Variable types in Machine Learning and Statistics
https://lnkd.in/gghfG7eY
9. Dimensionality Reduction Techniques: PCA and AutoEncoders
https://lnkd.in/gwuEe3Y
10. A Practical Introduction to Entropy, Cross-Entropy, and KL-Divergence
https://lnkd.in/dEfyA4yb
11. How does Dynamic pricing work in Ecommerce, Hospitality, Travel, and other domains?
https://lnkd.in/gCyCRM5e
12. Building Recommendation Systems
1. Training Embeddings
https://lnkd.in/dSCkw_99
2. How Annoy works and how Annoy is used for calculating Approximate Nearest Neighbor
https://lnkd.in/gpBt6dFQ
3. How Product Quantizer works and how PQ is used for calculating Approximate Nearest Neighbor
https://lnkd.in/gzFh-d6H
4. Model-Based Account Recommendations @ Twitter
https://lnkd.in/d-FTZfBa
5. PID Controller to add a layer of diversity to the recommender systems: https://lnkd.in/dhdHt_8U
13. Train Neural Networks to Approximate any Function https://lnkd.in/gJXd7QSf
14. Understanding Probability or Model Calibration and why is it important?
https://lnkd.in/dF

In this video, we will understand the Data Science field starting from Artificial Intelligence, Rule-based Intelligence, Machine Learning, Deep Learning, Nat...

11/03/2023

The main objective of Cognitive Mind is to advance the field of AI through the development of new algorithms, models, and technologies. This involves conducting experiments, analyzing data, and using advanced computing resources to develop and test new AI systems and applications.
Our research farms often collaborate with other organizations, such as academic institutions and industry partners, to share knowledge and resources and accelerate progress in the field. They may also provide training and support to other researchers and developers who are working on AI projects.
Overall, the Cognitive Mind plays a critical role in advancing the field of AI and developing new technologies that have the potential to revolutionize a wide range of industries and applications, from healthcare and finance to transportation and entertainment.