About Humanswithai

HumansWithAI is a growth Marketing Agency. We help our clients grow their business by applying advanced machine learning and artificial intelligence to marketing and sales. We work on personalised strategies and provide sales process integration. We provide effective solutions to achieve our clients' business goals. We work globally.

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Humanswithai's Technical Expertise

SEO Services 40%
Content Marketing 20%
Social Media Marketing 10%
PPC 10%
Email Marketing 10%
Video Production 10%

Focus Client

  • Small Business (<$100000) 40%
  • Medium Business ($100001 - $500000) 50%
  • Large Business (>$500000) 10%

Humanswithai's Industry Expertise

  • Advertising & Marketing 100%

Portfolio

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Analytics for business with Yandex Cloud

Analytics for business with Yandex Cloud How to set up analytics using Yandex Cloud and get a convenient business tool that saves employees time and allows track all data? We set up and automated analytics for the Business Drive Academy project, which helped to get data on key indicators in a convenient way, which made it possible to make decisions on the further development of the project. Rostelecom approached our team with a request to customize and automate analytics for the Business Drive Academy project The customer wanted a tool that would allow regular monitoring of relevant data in a single dashboard What goals did the customer want to achieve? The previous team’s attempts to customize analytics were not successful. The Google analytics counter used previously collected inaccurate data, and data from multiple sources had to be aggregated manually to calculate the cost per user. Address management’s concerns about the vulnerability of data being transmitted through external services Avoid additional recurring fees for various services The main conditions for choosing the service were: avoid the use of additional paid services in the data chain, in particularly connectors for transferring costs from advertising systems; the tools used should not be at risk of being shut down due to external events (sanctions or blocking). Choice of tools To implement the project, we chose Yandex Cloud. The platform meets the customer’s objectives and contains a full range of compatible tools from data collection and storage (Yandex.Metrica, ClickHouse) to visualization (DataLens). Scripts in Python were used to transfer raw data from Yandex.Metrica and AppMetrica to ClickHouse. Also, to avoid paid third-party connector services, they unloaded expenses from advertising accounts using Python. Yandex.Metrica and AppMetrica have direct integrations with ClickHouse, which greatly simplifies a number of analytics tasks. But the transfer of some of the data we needed, such as expenses or Profile.id, was not supported by such integrations at the time of work, and we had to resort to writing scripts. Stages of work After we decided on the platform, the team started the main stages of work What did we do? 1. Installed the counter “Yandex. Metrica” on sites The project uses 2 websites: A welcoming lending which attracts new users; The main platform with courses, where users get to after registration. 2. Installed AppMetrica counter in iOS and Android apps 3. Set up conversions in “Yandex.Metrics” Conversions to introductory lessons. Conversions to registration. Registration on platform. Lesson views on the platform. 4. We have configured the transfer of user event parameters Each person registered on the platform is assigned a unique user identifier (UserID) ? Transfer them to Yandex. Metrics” as parameters of visits ? Bind them with ClientID of “Yandex. Metrics. 5. Created a database with the help of Managed Service for ClickHouse inside Yandex Cloud 6. Wrote scripts in Python Transfer of expenses from “Yandex.Direct” and “VKontakte” advertising cabinet to ClickHouse. Data transfer from Yandex.Metrics to ClickHouse. Data transfer from AppMetrica to ClickHouse. 7. Created a virtual machine through Compute Cloud, downloaded the data transfer scripts and configured them to run regularly We created a virtual machine with Compute Cloud – a service inside Yandex Cloud for creating and managing virtual machines. Uploaded data transfer scripts to the virtual machine and configured them to run on schedule. 8. We set up visualization in DataLens so that the client receives the final result of the analysis in the form of a dashboard connection to ClickHouse; datasets and merge data at dataset level; charts; dashboards. Results Through the work we’ve done and combining the data in ClickNuse with subsequent visualization in DataLens, we’ve accomplished the main objective -identifying the sources and cost of registrations in various slices Visualization in DataLens allowed project managers to: [cloud tags=”monitor KPI indicators, save team resources when preparing regular reports, promptly track all key metrics, Reallocate budget between channels and scale successful advertising bundles”] Conclusions 1. The Yandex Cloud data platform allows you to: Combine all company data for analysis of any complexity and depth with minimal latency; Host your sites and web services in the cloud for maximum scalability, resiliency and speed. 2. In doing so, the maximum is ensured: Data Preservation. Provided by automatic backup and replication of data. Information security. The cloud is placed in secure perimeter of three geographical data centers (located in Russia), complying with 152-FZ (the highest level of security UZ-1). The speed of visualization is due to the built-in integration of the DataLens BI system from Yandex. Read More

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Industry

Advertising & Marketing

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Budget

Not Disclosed

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Timeline

Weeks

Analytics for business with Yandex Cloud

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