Ace Your Data Science Skills with DataHour Sessions

Atrij Dixit 09 May, 2023 • 6 min read

Introduction

Well, hold onto your seats because the DataHour sessions are here to revolutionize how you learn about data-driven technologies. If you’re tired of boring, dry sessions that put you to sleep faster than a lullaby, you’re in for a treat. These sessions will cover everything from conversational intelligence to people analytics covering topics like NLP, Machine learning and overall Data Science, all delivered by top industry experts who will ensure you stay awake and engaged.

But seriously, with the growing demand for skilled professionals in the data-tech industry, DataHour sessions provide practical insights and knowledge. With the DataHour program, you’ll be able to take your skills to the next level and join the ranks of the coolest professionals in the industry. So, what are you waiting for? Sign up now and get ready to become the data-tech superstar you were always meant to be.

In this blog, we will cover a variety of topics that are essential for anyone starting out in the field of data science. We will begin with – how to start your career in Data Engineering with SQL and Python and how to become an AI/ML Cloud Architect. Furthermore, we will provide an overview of Fine Tuning NLP Pipeline on Hugging Face, and what hiring managers look for in Data Scientists.

Who can Attend these DataHour Sessions?

  • Aspiring individuals looking to launch a career in the data-tech industry, including students and freshers.
  • Current professionals seeking to transition into the data-tech domain.
  • Data science professionals seeking to enhance their career growth and development.

Table of Contents

DataHour: How to Start Your Career in Data Engineering with SQL and Python?

In the upcoming DataHour, Sudharma will delve into the various aspects of starting a career in Data Engineering. He will discuss the fundamental Python and SQL skills required to begin a career in this field. He will also talk about the basics of SQL and Python, which are necessary for aspiring data engineers. Additionally, Sudharma will share insights on how Data Analytics and Engineering are performed in real-life scenarios and their usage in the industry from a hands-on perspective.

đź“…Date: 18th April 2023

⌚Time: 07:00 PM IST

đź”—Registration Link: Register Now

Sudharma will cover essential topics such as how to perform analytical queries, the use of window functions in SQL, and the best practices for writing SQL queries. Furthermore, he will discuss how pandas work in Python and provide practical guidance on performing Data Analysis using Python. By the end of the session, attendees will have a clear understanding of the necessary skills and tools required to start their journey in Data Engineering. Overall, this DataHour promises to be an informative and practical session for anyone interested in pursuing a career in Data Engineering.

"DataHour: How to Start Your Career in Data Engineering with SQL and Python? | DataHour | nlp | machine learning | data science

DataHour: How to Become an AI/ML Cloud Architect?

In this upcoming DataHour session, Mona, an experienced Cloud Solution Architect, will be sharing her inspiring career journey, starting as a software engineer to becoming a Cloud Solution Architect. Through her session, attendees will gain valuable insights and practical advice on how to pursue a career in Cloud computing and AI.

đź“…Date: 19th April 2023

⌚Time: 08:30 PM IST

đź”—Registration Link: Register Now

Mona will be discussing the various benefits and challenges associated with this role, offering a unique perspective on the field and highlighting some of the most important skills necessary for success. Regardless of whether you are an IT or non-IT student, a seasoned IT professional, or an expert in machine learning, this session is open to anyone who is interested in pursuing a career in Cloud computing and AI.

"DataHour: How to Become an AI/ML Cloud Architect? | DataHour | nlp | machine learning | data science

DataHour: Fine Tuning NLP Pipeline on Hugging Face

As NLP becomes increasingly important in many domains, the ability to accurately answer questions from large amounts of text is becoming a critical skill. In this DataHour session, the speaker will be discussing the fine-tuning NLP pipeline on Hugging Face.

đź“…Date: 20th April 2023

⌚Time: 08:30 PM IST

đź”—Registration Link: Register Now

Using interactive exercises and practical examples, attendees will acquire a comprehensive comprehension of how to produce custom datasets and select pre-trained models that are suitable for the task. Upon completion of this session, participants will have the expertise and abilities required to build precise and efficient question-answering systems, as well as an intuitive sense of how to leverage Hugging Face’s capabilities.

"DataHour: Fine Tuning NLP Pipeline on Hugging Face | DataHour | nlp | machine learning | data science

DataHour: What do Hiring Managers Look for in Data Scientists?

The market is abuzz with the plethora of opportunities in data across almost all organizations. While data engineers and scientists try to wade through opportunities through multiple technology skills which are constantly evolving, the organizations also struggle to get the right minds to be part of them to take on business challenges.

đź“…Date: 21st April 2023

⌚Time: 07:00 PM IST

đź”—Registration Link: Register Now

Join us for an upcoming webinar that will cover the essential factors that hiring managers consider when selecting the ideal candidate for a position. Our speaker will also provide valuable insights for data scientists on how to improve their chances of standing out from the competition. Don’t miss out on this opportunity to gain valuable knowledge and insights to boost your career prospects!

"DataHour: What do Hiring Managers Look for in Data Scientists? | DataHour | nlp | machine learning | data science

DataHour: Exploring Dimensionality Reduction

In this DataHour session, we will be discussing the topic of Dimensionality Reduction, an important technique in the field of machine learning and data science. In this session, we will cover the definition and the importance of Dimensionality Reduction. We will also discuss the two popular types of Dimensionality Reduction techniques, Principal Component Analysis (PCA) and t-distributed Stochastic Neighbor Embedding (t-SNE).

đź“…Date: 24th April 2023

⌚Time: 07:00 PM IST

đź”—Registration Link: Register Now

The speaker will delve into the topic of Dimensionality Reduction Techniques, including their calculation and applications. You will receive a thorough explanation of these techniques and an analysis of their pros and cons, with a focus on PCA and t-SNE. Additionally, we will touch on other techniques like LLE, MDS, and Isomap. So, let’s dive in and explore the world of Dimensionality Reduction together!

"DataHour: Exploring Dimensionality Reduction | DataHour | nlp |

DataHour: Building an End to End Machine Learning Pipeline for Large Language Models (LLMs)

Recently there has been a lot of hype going around LLMs. Be it ChatGPT or Bard, every big tech is trying to come up with its custom LLMs. Now, what exactly are LLMs? And why are the big techs so desperate to come up with their custom LLMs? If you are looking for an answer to these questions, then this session is meant for you.

đź“…Date: 24th April 2023

⌚Time: 08:30 PM IST

đź”—Registration Link: Register Now

During this session, we will discuss LLMs (Language Model Models) and the reason behind the intense competition among major tech companies. Participants will receive a hands-on demonstration of creating training and inference pipelines for LLMs. Additionally, we will cover aspects of machine learning engineering and MLOps, teaching attendees how to expose their models as REST APIs. Finally, we will provide a practical example of using standard HTTP methods to trigger the REST API.

DataHour | machine learning | data science

Conclusion

Don’t miss this chance to advance your technological path and gain knowledge on topics like NLP, Machine Learning and overall Data Science. Discover a world of possibilities by signing up for DataHour classes right away. Have inquiries? During the session, you can contact the speaker, or you can send us an email at [email protected]. Why are you holding out? Book your space right away!

Connect

If you’re having trouble enrolling or would like to conduct a session with us. Contact us at [email protected]

Atrij Dixit 09 May 2023

Frequently Asked Questions

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