The Dispatch - Continuous Learning with ADaSci

The Dispatch - Continuous Learning with ADaSci

ADaSci is committed to upskilling and reskilling data science community members. With this aim, we provide a range of highly curated learning resources under?Continuous Learning. You will find here learning materials related to important areas of data science and machine learning, including video tutorials, reference materials, python notebooks, etc. Most of these resources are available for free for ADaSci members.

In the row of upskilling, recently, we conducted two workshops:?Statistics with Python for Data Science Beginners?and?Linear Algebra with Python for Data Science. The workshop recordings and reference materials are available in the Continuous Learning section.

ADaSci has also started Ad-hoc training for corporates and other organizations in data science and relevant areas. Organizations can upskill or reskill their team with cutting-edge and on-demand data science skills by the leading industry experts of the global professional data science body. The member organizations can avail of cost benefits in ad-hoc training.?

We also have some curated dosage this week to update you on the latest developments in the data science field.?

Top Stories

Top Data Science and AI Trends for 2023

Read this annual data science and AI trends report by Analytics India Magazine that aims to highlight the top trends that will define the industry in the year 2023.

Year in Review: Apple Fared Better than Meta and Google in 2022

Despite being battered in the stock market, Apple had an interesting year in 2022. Read the achievements which put Apple ahead of Meta and Google in 2022.

Top 12 Datasets and Projects Open-Sourced in 2022

Check out the list of top datasets and projects that were open-sourced in 2022 for further contributions and development.

Google Launches Muse, A New Text-to-Image Transformer Model

Muse claims to be faster as it uses a compressed, discrete latent space and parallel decoding. Check out the article for complete details

Computer Vision Trends That Will Dominate the Industry in 2023

Considering the advancements and developments in computer vision, look at some of the predictable trends in this field.

Developers Dosage

Heuristic and metaheuristic optimization and their use cases

Heuristic and metaheuristic-based algorithms play a vital role by suitably optimizing AI agents to produce accurate and reliable results. Understand these techniques in detail.?

AUC-ROC vs Accuracy: Which one should you believe more?

When determining the effectiveness of a classification algorithm, it can be difficult to decide which metric to use: AUC-ROC or Accuracy. Get a complete understanding here.

How does load balancing work in cloud computing?

Load balancing approaches distribute the workload among multiple machines or services within cloud infrastructure to handle user requests effectively. Learn more about this approach.?

Automating multiple Machine Learning steps using SK-Learn Pipeline

SK-Learn provides features to automate data preprocessing and model-building steps together using pipelines. Learn more about using these pipelines.?

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We are always open to hearing from our members regarding their feedback and expectations from ADaSci. We will try our best to incorporate valuable suggestions from the members. Please do not hesitate to share your thoughts about ADaSci with us.?

Let's work together to make the world of data science even better!?

Cheers!

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