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Stop Losing Track of Your ML Experiments
Why Data Version Control Is Your New Best Friend “Wait, which dataset did we use for that model again?” “I can’t reproduce last month’s results.” “Did anyone keep track of what hyperparameters actually worked?” If these questions sound painfully familiar, you’re experiencing what every data scientist faces: the chaos of managing machine learning projects without…
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8 Indications of an IT Disaster
Disaster Signs and Indications for IT Leaders – System Operation Problems, Shadow IT, No Innovation and Zero Complaints Early indications of IT disasters are important to be recognized for an organization so that measures can be taken for timely remedial actions IT disasters need to be identified timely through signs and indications that point out…
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Information Technology: Addiction and Cure
Technology is addictive especially observed in millennials and IT employees – This is a serious, costly and frustrating problem IT leaders and CIOs face technology addiction issues that can be cured with some preventive measures and realization from negative effects of excessive use of technology on organizations IT leaders and CIOs are continuously influenced by…