Traditionally, RL algorithms rely on predefined reward functions that provide feedback to the model based on its actions. However, designing an optimal reward function can be challenging, as it requires domain expertise and may not always capture the nuances of complex tasks, especially in case of chatbots. This is where…

An application that would let you create, edit and attempt quizzes (intended for tech quizzes), along with keeping a profile. .Here’s a breakdown of the project: Apps The project is divided into 2 applications: users: For handling user’s profile. quiz: For handling quizzes. Models Profile: A model for storing a…

SRO successfully launched the GSLV rocket on May 29th, placing the NVS-01, first among the series of 5 satellites into geosynchronous orbit, marking a significant milestone for India’s space program to meet the navigation requirements of the country. Previously, NavIC or IRNSS had launched a constellation of *7 satellites from…

My Google ML Bootcamp and Tensorflow Certified Developer Journey I passed my Tensorflow Certification Exam on 16th Nov 2022. While it costs $100 USD, I had coupon code from Google’s ML Bootcamp so I didn’t had to pay for the exam. My experience in hackathons, internships and following courses helped…

HANDY CUSTOMER METRICS The over simplified customer lifecycle for any SaaS based companies include these stages: Acquisition -> Analysis -> Upsell -> Retain and customer metrics can be used for tracking these stages in depth such as customer satisfaction. Although not every metric is covered here, which differs with product…

For a successful setup of tensorflow with GPU, you need Graphics Driver, CuDnn library and CUDA Toolkit. Here are the simple 5 steps: Search for Nvidia Control Panel and look for nvidia version. You can also check the specs with this command in command prompt, open cmd and type nvidia-smi

The conditional probability of A given B (represented as P(A|B) ), is the probability of occurring event A given that event B has (or if ) occurred. The Formula for calculating is P(A|B)=P(A∩B) / P(A). Let’s understand this formula with an example: Let’s take the famous marbles in the bag…

Let’s consider a trial of flipping a coin. The sample space is S={‘Head’,’ Tail’}. If we flip the coin once, it will be either Head or Tail, the occurrence of one event(H or T) stops or affects the occurrence of the other event, hence they are called mutually exclusive events. …

It’s now the time to add the reset password functionality. Without throwing all the URLs or imports or settings required, let me take you to step by step. We need a URL for a reset password, right?, So jump in the blog_project/urls.py and add the URL or link for the…