Instructional Material
GitHub - tribeofai/workshops: Tribe of AI workshops curriculum
During the first Tribe of AI meetup, we announced our special surprise for you - artificial intelligence workshops. We want to use the workshops to achieve great things, so I'd like to explain what they will be exactly and why should you join them. The main idea behind our approach to teaching you AI is to help you avoid mistakes while learning. This may seem easy, but I see people in the forums wasting their time (months and even years) learning exactly the wrong things. Not to mention that I have made a number of mistakes myself, even after spending quite a lot of time planning and thinking about how to learn this subject.
An artificial intelligence robot dog, Unitree Go1 - TWB
With the advancement of robotics industry, we see new invention day by day. Recently a company name Unitree launched a Artificial intelligence robot named as Unitree Go1 pro, which has similar features like a trained army dog. One of the most thrilling robots to enter a classroom. With never-before-seen applications in fields including Advanced Manufacturing, Mechatronics, Law Enforcement, Quality Control, and More, Toolkit's quadruped robots are revolutionizing education and business! Our Go1 Ai Pro robot is the ideal choice for your training program because it comes with the Unitree Quadruped Go1 Ai Pro Robot "Dog" and a comprehensive curriculum for programming, CTE, computer science, and more.
Fibonacci Series in Python
In Mathematics, the Fibonacci Series is a sequence of numbers such that each number in the series is a sum of the preceding numbers. The series starts with 0 and 1. This blog will teach us how to create the Fibonacci Series in Python using a loop, recursion, and dynamic programming. Check out this Python for beginners course we have prepared for you to brush up your skils. Leonardo Pisano Bogollo was an Italian mathematician from the Republic of Pisa and was considered the most talented Western mathematician of the Middle Ages.
Introduction to Deep Learning & Neural Networks with Keras
Looking to start a career in Deep Learning? This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks? You will learn about the different deep learning models and build your first deep learning model using the Keras library. After completing this course, learners will be able to: โข Describe what a neural network is, what a deep learning model is, and the difference between them.
Machine Learning with Python
Get ready to dive into the world of Machine Learning (ML) by using Python! This course is for you whether you want to advance your Data Science career or get started in Machine Learning and Deep Learning. This course will begin with a gentle introduction to Machine Learning and what it is, with topics like supervised vs unsupervised learning, linear & non-linear regression, simple regression and more. You will then dive into classification techniques using different classification algorithms, namely K-Nearest Neighbors (KNN), decision trees, and Logistic Regression. You'll also learn about the importance and different types of clustering such as k-means, hierarchical clustering, and DBSCAN.
Sparse Coding in a Dual Memory System for Lifelong Learning
Sarfraz, Fahad, Arani, Elahe, Zonooz, Bahram
Efficient continual learning in humans is enabled by a rich set of neurophysiological mechanisms and interactions between multiple memory systems. The brain efficiently encodes information in non-overlapping sparse codes, which facilitates the learning of new associations faster with controlled interference with previous associations. To mimic sparse coding in DNNs, we enforce activation sparsity along with a dropout mechanism which encourages the model to activate similar units for semantically similar inputs and have less overlap with activation patterns of semantically dissimilar inputs. This provides us with an efficient mechanism for balancing the reusability and interference of features, depending on the similarity of classes across tasks. Furthermore, we employ sparse coding in a multiple-memory replay mechanism. Our method maintains an additional long-term semantic memory that aggregates and consolidates information encoded in the synaptic weights of the working model. Our extensive evaluation and characteristics analysis show that equipped with these biologically inspired mechanisms, the model can further mitigate forgetting.
How much are the Artificial Intelligence Course Fees in Guwahati?
Artificial intelligence is a technology that is altering all facets of life despite a widespread lack of familiarity. It is a versatile tool that helps individuals to reconsider how we combine information, evaluate data, and use the insights obtained to enhance decision-making. It makes sense that one of the most in-demand skills in the technology industry, which has impacted practically every industry from cybersecurity to software to IoT, has to do with artificial intelligence (AI). Business processes may be made more effective, complications can be reduced, and the quality of life can be improved thanks to the innovative applications and services that are being quickly developed using AI.