Ai-isolutions

Ai-iSolutions, where from diverse fields converges to drive -driven -making. With specializing in , science, analysis, and AI/machine learning, we're dedicated to crafting strategies that empower our clients to maximize , mitigate , and optimize . Join us in revolutionizing decision-making through the power of data !

Start with just , and you will be surprised at how much you can .

practice is credited by many people, including
Elizabeth Gilbert, the author of the best selling memoir "Eat Pray Love"
Tim Ferriss, an , and

Consider 3 outcomes of flipping a coin: HEAD, HEAD and HEAD!
This imbalance leads people to behave as if there is a greater chance of a TAILS on the next flip.

This phenomenon of people believing independent games of chance are related, is typically referred to as the 's fallacy.

Another example: On August 18th, 1913 a horde of gamblers in Monte Carlo lost millions as something incredibly unlikely happened. After noticing an ever-increasing number of ‘black’ outcomes on the roulette wheel, people started pushing more and more chips onto ‘red’ convinced that it was due to reverse. Alas, it took 26 spins for the roulette ball to land on red again!

Any other biases examples that affect our lives would you like to share with us?

Note related to ML --- In , it is crucial to avoid this fallacy and recognize that the performance of an algorithm on a particular or in a specific set of circumstances does not guarantee the same performance on new, unseen data. Proper generalization and rigorous evaluation techniques, such as using separate validation or test sets, are necessary to draw valid conclusions about the performance and behaviour of machine learning models.

Next cohort: Feb 06 till Feb 10.
All you need for Data acquisition, manipulation & preprocessing in .

For registration ▶️▶️▶️ https://forms.gle/cj87FfqFrz6xjUqa9

Around three months ago, Ai-iSolutions team started to organize live trainings about machine learning. We were blessed to meet 85 participants from different backgrounds and countries in a short duration: Beginners and experts, students and professors, females and males, programmers and non-programmers who seek to understand concepts!

Due to the large number of participants willing to start their new year with learning Data Science/Artificial Intelligence, we organized a new training: for Data Science! The training will cover the basics of data science and advanced topics in data pre-processing. Don't miss this ! There is so much to be shared!
For more ▶▶ https://forms.gle/CkDtFWEuUPqj6u6r5

PYTHON for DATA SCIENCE ONLINE TRAINING, with Dr. Mira ABBOUD fees 50$ or 2.000.000 LBP, via OMT 5 days - January 23, 24, 25, 26 & 27 6:00pm - 8:00pm (UCT +2) The training covers the following topics: Python basics (lists/tuples/dictionaries) Numpy Library (slicing, boolean indexing) Data Acquisition with Pandas (Series &....

Boost your learning of Data Science!
The training covers most of the Data Science process steps in Python:

▶ Python basics (lists/tuples/dictionaries)
▶ Numpy Library (slicing, boolean indexing)
▶ Data Acquisition with Pandas (Series & Dataframes)
▶ Data Manipulation (filter, aggregation & grouping, Cross-tabulation)
▶ Data Visualization
▶ Introduction to Pre-processing (outliers detection, null values, features selection, dimensionality reduction, standardization)
▶ Build basic classification model in Python

For registration & More details ▶ ▶ https://forms.gle/2G7g4rKTMRPsmc3F6

Coach : Mira Abboud

Learning every small detail about classification could be the road to start or improve your data science/machine learning career!
Don't miss this opportunity ▶ ▶ ▶ https://forms.gle/QjuSWj7GmZ263d727

CLASSIFICATION in Machine Learning ONLINE LIVE TRAINING, with Dr. Mira ABBOUD fees 50$ or 2.000.000 LBP, via OMT 4 days - February 20, 21, 22 & 23 6:00pm - 8:00pm (UCT +2) Classification is one of the most widely used techniques in machine learning, with a broad array of applications, including ad targeting, spam detection, risk asse...

This week, we conducted a live training about techniques in ! These techniques are essential in the analysis of customers behavior, outliers detection, hidden patterns elaboration ! We in relating the to while digging in the details of each technique (parameters tuning, outliers robustness, data standardization, evaluation metrics and much more).

Interactions & Discussions came together to shape the sessions to a high-level of ! We were particularly pleased to have valued participants: , and students! We were honored to provide them with new inputs that could help them in their !

For those willing to subscribe in the upcoming cohort, follow this link ▶▶▶ https://forms.gle/gFMqx8pEfk6rSzQCA

Coach : Dr. Mira Abboud