Data Science - The beating heart of AI
➣ Conference overview and registration
➣ YouTube TFNetworkSummer21 Conference Playlist
Tuba Islam is a machine learning specialist at Google Cloud, based in London, primarily focusing on deep learning, forecasting, natural language processing and the automation of machine learning solutions.
Before Google, she was a data scientist at SAS, working globally across Europe and the US. She started her career in research and development at the National Research Institute of Electronics and Cryptology in Turkey implementing speech recognition engine for Turkish. She has an engineering background in electronics and holds a master’s degree in digital signal processing.
She delivered successful projects across various industries such as rogue trader fraud detection in capital markets, smart metering analytics in utilities, hazard detection and readmission prediction in healthcare, credit risk in banking, churn prediction in telecom, rate making in insurance, demand forecasting in retail, pharmacovigilance analysis in life sciences.
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In this talk, we will share the key challenges that the organizations are likely to face when they move their machine learning models from experimentation stage into production and provide recommendations on how to handle these challenges with the right process and technology in place.
ML Journey into production
What are the challenges and how to tackle them?
In this talk, we will share the key challenges that the organizations are likely to face when they move their machine learning models from experimentation stage into production and provide recommendations on how to handle these challenges with the right process and technology in place.
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