In this episode, we discuss 7 post-pandemic trends to reshape the retail industry.

00:04 Intro. MobiDev, a software development company
00:39 How pandemic reshaped the retail industry
01:06 Trend 1. E-Commerce-Friendly POS Systems
02:19 Trend 2. Machine Learning for Demand Forecasting
04:14 Trend 3. Virtual fitting rooms
05:34 Trend 4. Data Science-Based Personal Interaction
07:09 Trend 5.  Staff-Free and Cashier-Less Stores
08:26 Trend 6. Voice Commerce
09:38 Trend 7. Robots and Autonomous Vehicles
10:37 The Future of Retail

7 Technology Trends to Reshape the Future of Retail Industry in 2021

In this episode, we'll discuss Kubernetes, a platform for automating computer application deployment, scaling, and management based on the experience of MobiDev software engineers. We'll understand when IT executives should and should not be evaluating using this technology, how it can help businesses, and provide use cases of using Kubernetes for web app development.

The article on this topic is available at: https://mobidev.biz/blog/when-why-how-use-kubernetes-app-development

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00:16 MobiDev, a software development company
00:30 Intro. Web app development with Kubernetes
00:47 What is Kubernetes
01:41What is the difference between Kubernetes and Docker?
03:56 When and why to use Kubernetes
04:28 Kubernetes for container orchestration
05:40 Kubernetes for microservices management
07:11Kubernetes for cloud environment management
07:49 When not to use Kubernetes
08:40 How Kubernetes is impacting enterprise in 2021
09:03 Examples of apps running on Kubernetes
09: 49 Kubernetes use case #1: Data engineering for AI-based demand forecasting system
11:39 Kubernetes use case #2: Data engineering for an AI video surveillance system
12:12 The future of Kubernetes

Why, When and How to Use Kubernetes for Web App Development

In this episode, we'll overview Machine Learning Trends in 2021-202, which can impact businesses. The overview is based on the experience of MobiDev's ML Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/future-machine-learning-trends-impact-business

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00:16 Intro. Machine Learning Trends
00:59 MobiDev, a software development company
01:29 ML Models
01:48 Trend 1. No-Code ML
03:00 Trend 2. Tiny ML
04:24 Trend 3. Auto ML
06:03 Trend 4. MLOPs
07:03 Life Cycle of ML Systems Overview
08:18 Trend 5. Full-Stack Deep Learning
09:08 Trend 6. GANs
10:22 Trend 7. Unsupervised ML
11:11 Trend 8. Reinforcement Learning
12:38 Trend 9. Few Shot, One Shot, Zero Shot Learning
14:55 The future of ML

Machine Learning Trends to Impact Business in 2021-2022

In this episode, we’ll discuss the concept of visual Inspection powered by artificial intelligence, and its usage for defect detection. We’ll talk about practical solutions artificial intelligence aims to provide to businesses and precisely about quality control and defect detection. The overview is based on the experience of MobiDev's ML Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/ai-visual-inspection-deep-learning-computer-vision-defect-detection

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00:10 Intro. Visual inspection powered by AI 
00:22 MobiDev, a software development company
01:10 The concept of AI-based visual inspection
02:08 Example of defect detection technology
02:40 Step 1. AI visual inspection system. State the problem
03:40 Step 2. Gather and prepare the data 
04:42 Step 3. Developing a deep learning model
05:45 Step 4. Train the model 
06:06 Step 5. Deployment and improvements
07:43 Use cases for visual inspection.
09:30 Summary

AI Visual Inspection for Defect Detection

In this episode, we’ll debunk a popular myth about machines only learning from large amounts of data, and share a use case of applying ML with a small dataset.  We’ll focus on the task of object detection to understand machine learning applications in the real world. The overview is based on the experience of MobiDev's ML Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/object-detection-small-datasets-use-cases-machine-learning

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00:30 MobiDev, a software development company
00:55 Intro
01:20 Object Detection use
01:45 Machine Learning in Object Detection
02:53 Object Detection solution process 
04:05 Case Study  
05:32 Phase 1. Image collecting
06:15 Image annotations for Object Detection
06:42 Phase 2. Faster R-CNN 07:45 One-stage detectors
08:43 Feature Pyramid Networks
09:05 Amount of data
10:15 Phase 3. Exploration of trained models performance
11:15 Conclusion

Small Dataset-Based Object Detection: How Much Data is Enough?

In this episode, we’ll talk about artificial intelligence in biometric authentication systems. With more advanced biometric authentication, verification, and identification technology at our disposal in 2021 than ever before, we can make industry systems more secure while maintaining efficiency and accessibility.  We’ll focus on different approaches and talk about physical and behavioral biometrics. The overview is based on the experience of MobiDev's ML Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/ai-biometrics-technology-authentication-verification-security

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00:17 MobiDev, a software development company 00:35 Intro
00:40 Data breaches
02:30 How to improve response time
04:00 Use of AI Biometric Technology 
04:45 Facial recognition with AI
06:27 Voice recognition with AI
07:23 Iris scanning Technology
09:18 Fingerprints scanning
11:21 How AI can improve Biometric Authentication systems
12:05 Behavioural Biometrics measurements
14:25 Example with Facial recognition
15:40 Voice recognition example
16:10 MobiDev’s AI-based Biometric Authentication solution
17:03 Conclusion

AI Biometric Authentication for Enterprise Security

In this episode, we’ll consider the latest web development trends and innovations. Running a web project has become more difficult. CTOs and Product Owners can feel FOMO (fear of missing out), considering the number of existing tech trends. The high price for any mistake makes them feel a chill running up and down the spine, especially in the case of large projects. This podcast helps to deal with these issues. Preference will be given to the technology stack that enables you to shorten development times, increase performance and security. The overview is based on the experience of MobiDev's Web Development Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/latest-web-development-trends-new-technologies

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00:38 MobiDev, a software development company
00:40 Intro
01:21 Trend 1. Optimal Infrastructure
01:55 Types of Infrastructure Services
04:05 Trend 2. JAMstack
06:55 Trend 3. Static Site Generators (SSGs)
08:01 Trend 4. Headless CMS
09:26 Trend 5. Uniting Servesless Solutions and Microservices
10:11 Trend 6. Acessing Custom API
10:59 Enterprise Web Development Trends
12:43 AI Solutions in Apps
13:38 Modernising Legacy Apps
14:30 Low-code Platforms
15:40 Enterprise Tools: Sentry
16:20 Enterprise Tools: ML Flow
17:14 Enterprise Tools: GitHub Actions
18:09 Future of Web Development

Top Web Development Trends: How to Stay Ahead in 2022

In this episode, we’ll talk about Progressive Web Apps (PWAs) - a fairly recent trend in web and mobile web development.  Employing this technology has many benefits, though there are also some drawbacks to consider. Listen and find out how and when you should use and should NOT use this technology now and in 2022. The overview is based on the experience of MobiDev's Web Development Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/why-when-use-progressive-web-app-pwa-development

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00:20 MobiDev, a software development company
00:40 Intro
02:03 Benefits of Progressive Web Development (PWA)
02:34 Drawbacks of PWA
02:55 The Use of PWAs
04:05 PWA Compared to Other Technologies
05:25 PWA Support on Different Platforms
07:00 Platform Limitations of PWA Support 
08:39 The Current State of PWA in 2021
10:28 The Future Expectations
11:09 Should Your Business Use PWA?
12:21 Recommendations on Making a PWA

Progressive Web App Development: How to Cook PWA in 2022

It appears that Apache Cordova won’t be included in the list of frameworks that power hybrid web apps for mobile devices. In this episode you will discover answers to the most common questions related to the relevance of Cordova and its alternatives, including Flutter, React Native, Xamarin, Ionic and NativeScript in 2022. The overview is based on the experience of MobiDev's Mobile Development Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/apache-cordova-alternatives-cross-platform-mobile-app-development

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00:20 MobiDev, a software development company
00:40 Intro
01:00 What is Apache Cordova
02:12 Reasons for retiremant
02:47 What happens to existing apps
03:56 Cordova’s future prospects
05:12 What to use instead 
05:44 Flutter
07:26 React Native
08:47 Ionic
10:12 Native Script
11:35 Xamarin
12:44 Conclusion

The Sunset of Apache Cordova: Alternatives For Cross Platform Mobile Development in 2022

Is it possible for a technology solution to replace fitness coaches? From a technology point of view, this high-level requirement leads to 3D human pose estimation technology - a computer vision-based technology that detects and analyzes human posture. In this episode, you will get to know about how 3D human pose estimation can be developed and implemented for the AI fitness coach solution. The overview is based on the experience of MobiDev's ML Team experts. 

The article on this topic is available at: https://mobidev.biz/blog/human-pose-estimation-ai-personal-fitness-coach

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00:20 MobiDev, a software development company
00:40 Intro
01:27 3D Human pose estimation technology
02:15 Models to estimate human posture
03:25 Difference between 2D and 3D estimation
04:07 AI-based fitness coaching apps
05:51 How 3D human pose estimation works
07:00 MobiDev case 
10:13 Common user mistakes
11:50 Information displayed 
12:30 Conclusion

Human Pose Estimation Technology

MobiDev

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