Rishikesh Gautam

[Learning Utsav @learning_utsav]

What a match!🤯

Our ladies fought valiantly and secured a stunning victory against India to reach the finals of the SAFF Women's Championship 2024!🫡

This is truly an Utsav to remember for ages! Congratulations to all! 🎉

#LUD25 is also trending on X in Nepal with #NEPvsIND 😉

[Rishikesh Gautam @rishikeshshares]

Hello everyone!

I'll be restarting with basics of python and diving into Data Science this #LearningUtsav!

Let's make this a #FestivalOfLearning with @learning_utsav

[Rishikesh Gautam @rishikeshshares]

A huge thanks to @lftechnology for this wonderful initiative. It has been a transformative experience.

If you're also on a data science journey, lets get connected!

#60DaysOfLearning2024 #LearningWithLeapfrog

[10/10]

[Rishikesh Gautam @rishikeshshares]

I delved into the world of transformers and transformer-based models, including BERT, FastSpeech, Melgen, and more. The capabilities of these models are impressive.

[8/10]

[Rishikesh Gautam @rishikeshshares]

Started research project involving transformer-based models. Can't reveal much now, but stay tuned for some exciting updates!

[9/10]

[Rishikesh Gautam @rishikeshshares]

Attended a research session and a couple of meetups. Met some amazing folks working in data science, which broadened my perspective and inspired me to push further.

[7/10]

[Rishikesh Gautam @rishikeshshares]

Thrilled to have completed #60DaysofLearning with @lftechnology! Here's a quick recap of my journey. 🧵👇

[1/10]

[Rishikesh Gautam @rishikeshshares]

Trained a YOLO model for image detection and created an API for it. Also built a couple of linear regression models. I got introduced to Streamlit for creating interactive web applications.

[6/10]

[Rishikesh Gautam @rishikeshshares]

I learned the art of data scraping, working with APIs, and automating email sending. These skills are crucial for data gathering and communication automation.

[5/10]

[Rishikesh Gautam @rishikeshshares]

Got hands-on with Seaborn for even better visuals. Created heatmaps, pair plots, violin plots, and box plots. The aesthetics and ease of use were a big plus compared to Matplotlib Pyplot.

[4/10]

[Rishikesh Gautam @rishikeshshares]

I then dived into data visualization with Matplotlib, creating a variety of graphs: line plots, bar charts, histograms, and scatter plots. This really helped in understanding data distributions and trends.

[3/10]

[Rishikesh Gautam @rishikeshshares]

I started with Python basics: mastered lists, tuples, dictionaries, and arrays. Moving on to NumPy, I explored array operations, statistical analysis, and linear algebra with ease.

[2/10]

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay60, studied about FastSpeech, a text to speech model. It is a transformer-based, non-autoregressive model for fast and efficient text-to-speech synthesis, producing high-quality, natural-sounding speech.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

@_Manishadahal @lftechnology Hajur. Sadly, exam sakiyepachhi padhiyo.

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay59, learned about Genetic Algorithm and its operators - selection, crossover and mutation.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay58, explored different search algorithms. BFS, DFS, Bidirectional search, Uniform cost search, Depth-limited search, A* search and more.

The image is of A* search technique.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay57, attended Google I/O Extended and AWS Meetup. Met some amazing people and learned interesting new things on AI, ML and Cloud.

If such cool events are happening in town, I'm there! We should catch up.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay56, I dived deeper into deep neural network. Learned about typical architectures used in deep neural network.

Enjoying this concept so far!

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay55, studied about deep neural network. Learned about forward propagation model and backward propagation model.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology

[Rishikesh Gautam @rishikeshshares]

On #LSPPDay54, attended research workshop at Kantipur Engineering College. Prof Keshav Dahal from University of West Scotland shared valuable tips on research on Data Science and AI.

#60DaysOfLearning2024 #LearningWithLeapfrog
@lftechnology