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Michael Zats's Projects

a-b-testing-and-python icon a-b-testing-and-python

This code demonstrates how to use Python and the Optimizely API to conduct A/B tests, extract and analyze data, and visualize the results. It includes examples of how to create an experiment, retrieve the results, calculate metrics like conversion rate and average time spent, and create plots and charts to visualize the data. This can help marketer

a.i.art_generator- icon a.i.art_generator-

The following Notebook provides the access to the code of creation unique A.I. Arts. These Arts are facilitating and follow the desired keywords/sentences that must be written in the section 4.

assets-optimisation-predictor icon assets-optimisation-predictor

The following tool optimises the portfolio from the given assets by finding the best allocation of the assets by Max Sharpe Ratio and Min Volatility. Besides that, the tool will give you the exact number of assets to buy.

automate-stocks-and-crypto-research icon automate-stocks-and-crypto-research

The following tool helps to analyse the performance and the current opinion of the stock/cryptocurrency through scrapping on the internet via Maschine Learning BeautifulSoup. After collecting the articles, the summarization of the stocks is provided and the probability of positive or negative articles is shown. Therefore, the model can help to find well-forecasted stocks/crypto to invest in.

chatbot icon chatbot

The simple chatbot trained with different content from pre-downloaded files by implementing ML.

crypto-predictor icon crypto-predictor

The following tools enables to quickly predict the price of the particular asset via Machine Learning Techniques LSTM implementation

customer-segmentation-using-k-means icon customer-segmentation-using-k-means

In marketing, the only right people must be targeted so as to cut the costs at SEO, PPC etc. So it is important to be able to cluster different groups of people. Therefore the following study is produced to show how it can be accomplished by implementing K-Means Clustering

data_science_template icon data_science_template

Notebook for my article: ["A Data Science Template"](https://lucas-soares.medium.com/a-data-science-template-5cd23310466)

easy-google-trends-data icon easy-google-trends-data

Understanding search terms by users on search engines such as Google can provide insights and information for a wide variety of users. Whether looking for new trends, understanding search results, to keywords analysis, Google Trends is a free and useful source for anyone.

emails-sender icon emails-sender

It helps to send the different emails from CSV to the different receivers

fundamental-analysis-of-the-asset icon fundamental-analysis-of-the-asset

The following tool helps to quickly find all the relevant fundamental information with regards to the put asset (Stocks, crypto etc). Such information as Fundamental Ratios, Recent News and Recent Insider Trades with their volumes and costs will be displayed

keyword-research-in-google-suggestion-tool icon keyword-research-in-google-suggestion-tool

The following tool is designed to help to optimise SEO by providing most of the potential keywords related to the given initial words. The tool works in various languages, at the end, the CSV file will be received.

life-expectancy-and-gdp icon life-expectancy-and-gdp

The project compares the data from the number of countries relating the GDP growth and the Life Expectancy

marketing-analytics-of-customers-specification icon marketing-analytics-of-customers-specification

The following project takes a look at the marketing data of customers. The purpose of the project is to find the most important products to sell, the most important targeting group and the distribution channel.

news-finder-and-analiser icon news-finder-and-analiser

The following tool is created to help to find the news and topics and to summarise them within few minutes. Besides the model will show the type of the article (if it is postive or negative) so you can have an overview of what is going on

nft-generator- icon nft-generator-

Generator of random pictures based on pre-made sets. It can be used for creation NFT

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