Laltlanhlua – AI Planet https://aiplanet.com/blog AI Planet (formerly DPhi) is a global ecosystem that aims to educate and empower individuals and organizations to build and utilize artificial intelligence (AI). With a community of over 300,000 AI specialists and enthusiasts, we offer a range of products and have helped drive innovative solutions for various industries. Our ultimate goal is to make AI education accessible to everyone and use AI to tackle important business and social challenges. Tue, 15 Nov 2022 09:43:49 +0000 en-US hourly 1 https://wordpress.org/?v=5.9.7 https://aiplanet.com/blog/wp-content/uploads/2022/11/Size48-Large-1.png Laltlanhlua – AI Planet https://aiplanet.com/blog 32 32 Online Machine Learning Bootcamp – an initiative by AI Planet (formerly DPhi) – Call for Volunteers https://aiplanet.com/blog/online-machine-learning-bootcamp-an-initiative-by-dphi-call-for-volunteers/ https://aiplanet.com/blog/online-machine-learning-bootcamp-an-initiative-by-dphi-call-for-volunteers/#respond Mon, 15 Nov 2021 09:41:00 +0000 https://dphi.tech/blog/?p=1262 About AI Planet (formerly DPhi):

AI Planet is a Global Data Science community that started with a vision to build data culture and democratize Data Science learning. The community currently comprises of passionate Data Scientists and Data Science Enthusiasts who enjoy learning, sharing knowledge, and love giving back to the community.

About the initiative:

Online Machine Learning Bootcamp is an initiative aimed at providing Machine Learning Education with the help of the experts and professionals in the community. We believe the contributions made by several Data Scientists to this initiative will go a long way in educating many budding Data Science/AI enthusiasts. It doesn’t just stop with education, but it will go a long way in shaping the future of A.I in the nation.

Language of instruction: English

Topics for which we need speakers: We are looking for speakers for the fllowing sessions.

  1. Introduction to Data Science – its prominence and use-cases
  2. Python Basics for Data Science & Hands-on session on Pandas
  3. Data Visualization & Hands-on session using Matplotlib
  4. Introduction to Descriptive Statistics & Exploratory Data Analysis
  5. Fundamentals of Data Pre-processing
  6. Introduction to Machine Learning (covers end-end pipeline intuitively) & building your first Machine Learning Model using Decision Tree
  7. Introduction to Regression Problems & hands-on problem-solving using Linear Regression
  8. Introduction to Classification Problems & hands-on problem-solving using Logistic Regression
  9. Fundamentals of Machine Learning Model Evaluation Metrics, Cross-Validation & Hyperparameter tuning
  10. Ensembling models and hyperparameter tuning
  11. Session on Feature importance and feature selection (Recursive Feature Elimination (RFE), Feature Importance using Random Forest, Boruta, XGBoost)
  12. Applied Problem Solving (2 Sessions on how to solve problems)

The exhaustive curriculum for bootcamp can be found here.

The learning path will be similar to this.

Teaching Pedagogy that worked for us:

  • Make learners understand intuition first. Once they understand something intuitively it is easy for them to understand the mathematics and statistics behind it. So for live sessions, we purely make it a practice to just teach intuition.
  • Explain what, why, and how to do it?
  • “How to do it?” in the above point refers to hands-on sessions. Learners get what they see, that’s the best part of a hands-on session where the tutor runs the code live and shows them the output. It also keeps the learners captivating throughout the session
  • Our Educators Guidelines can be found here.

Format of the Bootcamp:

  • Day-wise modules: We will publish day-wise learning modules/challenges that include self-paced learning material of concepts, jupyter notebooks, quizzes, assignments
  • Live sessions: There will be 2-3 live classes every week by Data Science experts
  • For real-time communication, we will be using Slack. This medium will help learners to clear doubts on a real-time basis if they are stuck somewhere. In addition, this will also allow learners to interact with the mentors and fellow learners
  • Certification: At the end of the Bootcamp we will provide a certificate based on the performance of the learners

You may also want to go through this Bootcamp of ours which covers most of the FAQ’s: https://aiplanet.com/blog/5-week-online-data-science-bootcamp/

If you are interested to contribute or know someone who wants to contribute to this initiative, please write to us at support@dphi.tech

Cheers,
Chanukya

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ABC of Machine Learning & Data Storytelling Workshops https://aiplanet.com/blog/abc-of-machine-learning-data-storytelling-workshops/ https://aiplanet.com/blog/abc-of-machine-learning-data-storytelling-workshops/#respond Mon, 02 Nov 2020 15:03:29 +0000 https://dphi.tech/blog/?p=1238 As a part of the Data 4 Good Challenge at Emergent Leuven, DPhi will be presenting two workshops-

  1. Machine Learning Workshop -ABC of Machine Learning
  2. Data Storytelling Workshop

ABC of Machine Learning

It is an introductory machine learning workshop that will cover the basics and fundamentals of Machine Learning. Along with that, you will also learn to build your very first Machine Learning model.

Learning Outcomes:

  • Learn the basics of Machine Learning and its applications. 
  • Build your first Machine Learning model

To everyone who registered this machine learning workshop, a link to the recorded session will be sent by email.

Date & Time: 2nd November 2020

Speakers of the Workshop

This workshop will be delivered by Chanukya Patnaik, the Co-founder of DPhi.

Chanukya Patnaik

Chanukya Patnaik is the Co-founder of DPhi and a founding team member of Complidata – an AI platform that helps Financial Institutions fight Financial Crime with AI and Machine Learning. He is a Data Science Enthusiast, Entrepreneur, Problem-Solver, and Marketer. Chanukya loves building and growing communities, teams and has led lean teams across various startups.

You can reach and learn more about him through his LinkedIn profile.

Data Storytelling Workshop

In this workshop, we will understand what data storytelling is and why we need it. The speaker will be exploring some popular visualization libraries and communication techniques for stakeholders that will give us a board overview of how Data Storytelling can be of great help for us.

Date & Time: 3rd November 2020

Speakers of the Workshop

This workshop will also be delivered by Chanukya Patnaik, the Co-founder of DPhi and Gunnika Batra, Research Intern at DRDO.

Gunnika Batra

Gunnika Batra is currently working as a Research Intern at INMAS, Defence Research and Development Organization (DRDO) and one of the Founding Team of DPhi. She has previously worked as the Campus Lead of SHEROES. SHEROES is a technology-enabled big, safe and super constructive online space for women with stories, aspirations, struggles, and successes.

Registration

You may register to enter the workshop by filling the following google form.

By registering, you will receive recorded videos of the workshop where the speakers will teaching us and at he same time, address all relevant questions that we received through the google form.

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