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The Change Tracking and Inventory service tracks changes to Files, Registry, Software, Services and Daemons and uses the MMA (Microsoft Monitoring Agent)/OMS (Operations Management Suite) agent. This preview supports the new AMA agent and enhances the following:

  • Security/Reliability and Scale - The Azure Monitor Agent enhances security, reliability, and facilitates multi-homing experience to store data.
  • Simplified onboarding- You can onboard to Virtual Machines directly to Change Tracking (add link) without needing to configure an Automation account. In new experience, there is
  • Rules management – Uses Data Collection Rules to configure or customize various aspects of data collection. For example, you can change the frequency of file collection. DCRs let you configure data collection for specific machines connected to a workspace as compared to the "all or nothing" approach of legacy agents.

thumbnail image 1 of blog post titled 
							Announcing public preview: Azure Change Tracking & Inventory using Azure Monitor agent (AMA)

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Large language models are quickly becoming an essential platform for people to innovate, apply AI to solve big problems, and imagine what’s possible. Today, we are excited to announce the general availability of Azure OpenAI Service as part of Microsoft’s continued commitment to democratizing AI, and ongoing partnership with OpenAI.

With Azure OpenAI Service now generally available, more businesses can apply for access to the most advanced AI models in the world—including GPT-3.5, Codex, and DALL•E 2—backed by the trusted enterprise-grade capabilities and AI-optimized infrastructure of Microsoft Azure, to create cutting-edge applications. Customers will also be able to access ChatGPT—a fine-tuned version of GPT-3.5 that has been trained and runs inference on Azure AI infrastructure—through Azure OpenAI Service soon.

Empowering customers to achieve more

Clickable image showing a timeline of key Microsoft AI breakthroughs since 2016

We debuted Azure OpenAI Service in November 2021 to enable customers to tap into the power of large-scale generative AI models with the enterprise promises customers have come to expect from our Azure cloud and computing infrastructure—security, reliability, compliance, data privacy, and built-in Responsible AI capabilities.

Since then, one of the most exciting things we’ve seen is the breadth of use cases Azure OpenAI Service has enabled our customers—from generating content that helps better match shoppers with the right purchases to summarizing customer service tickets, freeing up time for employees to focus on more critical tasks.

Customers of all sizes across industries are using Azure OpenAI Service to do more with less, improve experiences for end-users, and streamline operational efficiencies internally. From startups like Moveworks to multinational corporations like KPMG, organizations small and large are applying the capabilities of Azure OpenAI Service to advanced use cases such as customer support, customization, and gaining insights from data using search, data extraction, and classification.

“At Moveworks, we see Azure OpenAI Service as an important component of our machine learning architecture. It enables us to solve several novel use cases, such as identifying gaps in our customer’s internal knowledge bases and automatically drafting new knowledge articles based on those gaps. This saves IT and HR teams a significant amount of time and improves employee self-service. Azure OpenAI Service will also radically enhance our existing enterprise search capabilities and supercharge our analytics and data visualization offerings. Given that so much of the modern enterprise relies on language to get work done, the possibilities are endless—and we look forward to continued collaboration and partnership with Azure OpenAI Service."—Vaibhav Nivargi, Chief Technology Officer and Founder at Moveworks.

“Al Jazeera Digital is constantly exploring new ways to use technology to support our journalism and better serve our audience. Azure OpenAI Service has the potential to enhance our content production in several ways, including summarization and translation, selection of topics, AI tagging, content extraction, and style guide rule application. We are excited to see this service go to general availability so it can help us further contextualize our reporting by conveying the opinion and the other opinion.”—Jason McCartney, Vice President of Engineering at Al Jazeera.

“KPMG is using Azure OpenAI Service to help companies realize significant efficiencies in their Tax ESG (Environmental, Social, and Governance) initiatives. Companies are moving to make their total tax contributions publicly available. With much of these tax payments buried in IT systems outside of finance, massive data volumes, and incomplete data attributes, Azure OpenAI Service finds the data relationships to predict tax payments and tax type—making it much easier to validate accuracy and categorize payments by country and tax type.”—Brett Weaver, Partner, Tax ESG Leader at KPMG.

Azure—the best place to build AI workloads

The general availability of Azure OpenAI Service is not only an important milestone for our customers but also for Azure.

Azure OpenAI Service provides businesses and developers with high-performance AI models at production scale with industry-leading uptime. This is the same production service that Microsoft uses to power its own products, including GitHub Copilot, an AI pair programmer that helps developers write better code, Power BI, which leverages GPT-3-powered natural language to automatically generate formulae and expressions, and the recently-announced Microsoft Designer, which helps creators build stunning content with natural language prompts.

All of this innovation shares a common thread: Azure’s purpose-built, AI-optimized infrastructure.

Azure is also the core computing power behind OpenAI API’s family of models for research advancement and developer production.

Azure is currently the only global public cloud that offers AI supercomputers with massive scale-up and scale-out capabilities. With a unique architecture design that combines leading GPU and networking solutions, Azure delivers best-in-class performance and scale for the most compute-intensive AI training and inference workloads. It’s the reason the world’s leading AI companies—including OpenAI, Meta, Hugging Face, and others—continue to choose Azure to advance their AI innovation. Azure currently ranks in the top 15 of the TOP500 supercomputers worldwide and is the highest-ranked global cloud services provider today. Azure continues to be the cloud and compute power that propels large-scale AI advancements across the globe.

Screenshot 2023-01-13 122014

Source: TOP500 The List: TOP500 November 2022, Green500 November 2022.

A responsible approach to AI

As an industry leader, we recognize that any innovation in AI must be done responsibly. This becomes even more important with powerful, new technologies like generative models. We have taken an iterative approach to large models, working closely with our partner OpenAI and our customers to carefully assess use cases, learn, and address potential risks. Additionally, we’ve implemented our own guardrails for Azure OpenAI Service that align with our Responsible AI principles. As part of our Limited Access Framework, developers are required to apply for access, describing their intended use case or application before they are given access to the service. Content filters uniquely designed to catch abusive, hateful, and offensive content constantly monitor the input provided to the service as well as the generated content. In the event of a confirmed policy violation, we may ask the developer to take immediate action to prevent further abuse.

We are confident in the quality of the AI models we are using and offering customers today, and we strongly believe they will empower businesses and people to innovate in entirely new and exciting ways.

The pace of innovation in the AI community is moving at lightning speed. We’re tremendously excited to be at the forefront of these advancements with our customers, and look forward to helping more people benefit from them in 2023 and beyond.

Getting started with Azure OpenAI Service

Source: General availability of Azure OpenAI Service expands access to large, advanced AI models with added enterprise benefits

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Azure Data Explorer (ADX) now supports managed ingestion from Azure Cosmos DB.

This feature enables near real-time analytics on Cosmos DB data in a managed setting (ADX data connection).  Since ADX supports Power BI direct query, it enables near real-time Power BI reporting.  The latency between Cosmos DB and ADX can be as low as sub-seconds (using streaming ingestion).

Screenshot of the Getting started tab, showing the Create Cosmos DB data connection option.

This brings the best of both worlds: fast/low latency transactional workload with Azure Cosmos DB and fast / ad hoc analytical with Azure Data Explorer.

Only Azure Cosmos DB NoSQL is supported.

Source: Public Preview: Azure Cosmos DB to Azure Data Explorer Synapse Link

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Delta Lake is open source software that extends Parquet data files with a file-based transaction log for ACID transactions and scalable metadata handling. Now, Stream Analytics no-code editor provides you an easiest way (drag and drop experience) to capture your Event Hubs data into ADLS Gen2 with this Delta Lake format without a piece of code. A pre-defined canvas template has been prepared for you to further speed up your data capturing with such format.

To access this capability, simply go to your Event Hubs in Azure portal -> Features -> Process data or Capture.


Source: Public preview: Capture Event Hubs data with Stream Analytics no-code editor in Delta Lake format

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With the "Featured Clothing" insight, you are able to identify key items worn by individuals within videos. This allows high-quality in-video contextual advertising by matching relevant clothing ads with the specific time within the video in which they are viewed. "Featured Clothing" is now available to you using Azure Video Indexer advanced preset. With the new featured clothing insight information, you can enable more targeted ads placement.

This screenshot represents an indexing video option.

Source: Private Preview: Featured Clothing

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The new Azure Cosmos DB connector V2 for Power BI now allows you to import data into your dashboards using the DirectQuery mode, in addition to the previously available Import mode.

Progress of Synapse Link enabled on existing containers.

The DirectQuery mode in the V2 connector is helpful in scenarios where Azure Cosmos DB container data volume is large enough to be imported into Power BI cache via Import mode. It’s also helpful in scenarios where real-time reporting with the latest ingested data is a requirement. This feature can help you reduce data movement between Azure Cosmos DB and Power BI, with filtering and aggregations being pushed down. It is also helpful in user scenarios where real-time reporting with the latest ingested data is a requirement. Direct Query also has performance optimizations related to query pushdown and data serialization. 

Source: Public preview: Azure Cosmos DB V2 Connector for Power BI

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Azure Database for PostgreSQL – Flexible Server uses storage encryption of data at-rest for data using service managed encryption keys in limited Azure regions. Data, including backups, are encrypted on disk and this encryption is always on and can't be disabled. The encryption uses FIPS 140-2 validated cryptographic module and an AES 256-bit cipher for the Azure storage encryption. Currently this feature is available in the Switzerland North, Switzerland West, Canada East, Canada Central, Southeast Asia, Asia East and Brazil South regions.

Diagram that shows an overview of Bring Your Own Key.

Infrastructure encryption with customer managed keys (CMK) adds a second layer of protection by encrypting service-managed keys with customer managed keys. It uses FIPS 140-2 validated cryptographic module, but with a different encryption algorithm. This provides an additional layer of protection for your data at rest. The key managed by the customer that is used to encrypt the service supplied key is stored in Azure Key Vault service, providing additional security, high availability, and disaster recovery features.  

Source: General availability: Encryption using CMK for Azure Database for PostgreSQL – Flexible Server

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Generally available: Static Web Apps Diagnostics

Azure Static Web Apps Diagnostics is an intelligent tool to help you troubleshoot your static web app directly from the Azure Portal. When issues arise, Static Web Apps diagnostics will help you diagnose what went wrong and will show you how to resolve the issues. This guidance helps you improve the reliability of your site and track its performance.

Screenshot of Azure Static Web Apps diagnostics chart.

Source: Generally available: Static Web Apps Diagnostics

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Materialized view provides the ability to create Apache Cassandra tables with different primary/partition keys. This reduces write latency for your source table since the service handles populating the materialized views automatically and asynchronously. Benefit from low latency point reads directly from the views and overall greater compatibility with native Apache Cassandra.

Figure 1: Various options of materialized view created on source table

Source: Public Preview: Materialized view for Azure Cosmos DB for Apache Cassandra

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File storage is a critical part of any organization’s on-premises IT infrastructure. As organizations migrate more of their applications and user shares to the cloud, they often face challenges in migrating the associated file data. Having the right tools and services is essential to successful migrations.

Illustrating a migration's path by showing two arrows. The first arrow for data traveling to a storage account from the source/agent and a second arrow for only the management/control info to the storage mover resource/service.

Across workloads, there can be a wide range of file sizes, counts, types, and access patterns. In addition to supporting a variety of file data, migration services must minimize downtime, especially on mission-critical file shares.

Source: Azure Storage Mover–A managed migration service for Azure Storage

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Azure Daily 2022

We’re announcing that Azure Virtual Desktop has public preview support for Azure Confidential Virtual Machines. Confidential Virtual Machines increase data privacy and security by protecting data in use. The Azure DCasv5 and ECasv5 confidential VM series provide a hardware-based Trusted Execution Environment (TEE) that features AMD SEV-SNP security capabilities, which harden guest protections to deny the hypervisor and other host management code access to VM memory and state, and that is designed to protect against operator access and encrypts data in use.

thumbnail image 1 captioned Azure Confidential Virtual Machines enable encrypting data in use.

With this preview, support for Windows 11 22H2 has been added to Confidential Virtual Machines. Confidential OS Disk encryption and Integrity monitoring will be added to the preview at a later date. Confidential VM support for Windows 10 is planned.

Read more at Azure Daily 2022

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In this blog, we will present a feature for moving Azure SQL Managed Instance from one to another subnet located in a different virtual network. This capability comes as an enhancement of the existing capability for moving the instance to another subnet.

Change managed instance virtual network.png

Read more at Azure Daily 2022

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Azure Daily 2022

Microsoft is excited to announce the public preview of one of our most requested native monitoring features – Azure Virtual Desktop Insights at Scale. This update provides the ability to review performance and diagnostic information across multiple host pools in one view. 

thumbnail image 1 of blog post titled 
							Announcing the Public Preview of AVD Insights at Scale

Previously, Azure Virtual Desktop Insights only supported the ability to review information related to a single host pool at a time. In many cases this limited visibility into issues that may have an impact across multiple host pools. 

Read more at Azure Daily 2022

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Log compaction is a way of retaining events in Event Hubs. Rather using time based retention, you can use key-based retention mechanism where Event Hubs retrains the last known value for each event key of an event hub or Kafka topic. Event Hubs service runs a compaction job internally and purges old events in a compacted event hub. The partition key that you set with each event is used as the compaction key and users can also mark events that needs to be deleted from the event log by publishing event with a key and null payload. 

Diagram showing how a topic gets compacted.

To learn more about log compaction, please check out Log Compaction documentation.

Source: Public preview: Log compaction support in Azure Event Hubs

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Enable higher throughput levels for Azure Service Bus premium via two new features in public preview today.

First, we are releasing scaling partitions, allowing the use of partitioning for the premium messaging tier. Service Bus partitions enable messaging entities to be partitioned across multiple message brokers. This means that the overall throughput of a partitioned entity is no longer limited by the performance of a single message broker. Additionally, a temporary outage of a message broker, for example during an upgrade, does not render a partitioned queue or topic unavailable, as messages will be retried on a different partition.

Second, we are making a change to our infrastructure, which will result in more consistent low latency. This is accomplished by switching our storage to a different implementation called local store. During public preview we will create partitioned namespaces using this new feature, but in the future all new namespaces will be created on local store.

Public preview: Performance improving features for Azure Service Bus premium

Source: Public preview: Performance improving features for Azure Service Bus premium

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Inside each streaming node of an Azure Stream Analytics job, there are Stream Analytics processors available for processing the stream data. Each processor represents one or more steps in your query. The processor diagram in physical job diagram visualizes the processor topology inside the specific streaming node of your job. It helps you to identify if there is any bottleneck and where the bottleneck is in the streaming node of your job.

Physical Job Diagram for Stream Analytics

Source: Public preview: Processor diagram in Physical Job Diagram for Stream Analytics job troubleshooting

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Service Tiers

  • vCore-based purchasing model
    • General Purpose (Scalable compute and storage options)
    • Hyperscale (On-demand scalable storage)
    • Business Critical (High transaction rate and high resiliency)
  • DTU-based purchasing model
    • Basic (for less demanding workloads)
    • Standard (for workloads with typical performance requirements)
    • Premium (for IO-intensive workloads)

Pricing model comparison

Compute Tiers (for General Purpose vCore)

  • Provisioned - Compute resources are pre-allocated. Billed per hour based on vCores configured
  • Serverless - Compute resources are auto-scaled. Billed per second based on vCore used

Additional Resources

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A lightweight, simple, beautiful JSON viewer and editor plugin helps the developers to render JSON objects in HTML with collapsible/expandable navigation just like a tree view.

Beautiful JSON Viewer And Editor With jQuery - JSON Editor

Beautiful JSON Viewer And Editor With jQuery

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    "glossary": {
        "title": "example glossary",
		"GlossDiv": {
            "title": "S",
			"GlossList": {
                "GlossEntry": {
                    "ID": "SGML",
					"SortAs": "SGML",
					"GlossTerm": "Standard Generalized Markup Language",
					"Acronym": "SGML",
					"Abbrev": "ISO 8879:1986",
					"GlossDef": {
                        "para": "A meta-markup language, used to create markup languages such as DocBook.",
						"GlossSeeAlso": ["GML", "XML"]
					"GlossSee": "markup"
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Azure Monitor agent is the way to collect text and IIS files for Log Analytics. 

Today Microsoft is happy to introduce the long-awaited Custom Log and IIS Log collection capability. This new capability is designed to enable customers to collect their text-based logs generated in their service or application. Likewise, Internet Information Service (IIS) logs for a customers’ service can be collected and transferred into a Log Analytics Workspace table for analysis.  These new collection types will enable customers to migrate from other competing data collection services to Azure Monitor.

Screenshot that shows the Add data source screen for a data collection rule in Azure portal.

Source: General availability: Azure Monitor agent custom and IIS logs

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Iqra Technology, IT...

Iqra Technology is an IT Solutions and Services Company. We are a salesforce and Microsoft partner company. We aim to provide cost-effective IT services within the customer’s budget range. We scrutinize, design, and develop solutions custom-made for the business necessities. We deliver services in various domains including CRM, ERP, e-commerce, CMS, business intelligence, web development, customized applications, portals, mobile apps, & RPA technologies. We provide IT services starting from $2100 per month and 2 weeks free trial.

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Windows 11 Top Features You...

If you just switched to the new Windows version, here are some of the most interesting Windows 11 features that you should know about:

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Tips you will listen better

Who doesn't know this? You have something on your mind and want to tell the other person how you feel and what's on your mind. However, the other person, unfortunately, does not listen properly and you do not feel understood. 

Unfortunately, most people are poor listeners. Good listeners have often undergone special training or have made listening to their profession. But what does good listening actually mean? How can you listen better and give your counterpart an appreciative feeling? In the following, I would like to show you three tips that will help you become a better listener.

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Vital everyday work: tips...

A large proportion of German employees suffer from recurring chronic back pain, which, according to medical experts, is mainly caused by immobile sitting in everyday working life.

In the following, you will find out what a vital workday can do for your health. First, however, you should start at the basis of your every day (work) life.

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Foods that cool you from...

Do you not know where to go with you because of the heat? Rescue is at hand! According to traditional Chinese medicine, these foods provide a large portion of cooling.

The fan has given up the ghost, your feet are boiling, and you don't know if that thing on your neck is a head or a hotplate? We feel you! We can't offer you a nice igloo in the Arctic at the moment, but at least the heat buildup in your body can be solved with smart decisions when eating.

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Save Money On Food

Doesn’t it make sense then to try to save as much of your hard-earned money as possible? The less you spend, the more you have.

Here are some money tips you can use to save big on many of your expenses.

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Cultivate a Growth Mindset

Vasily Alekseyev was tricked into lifting 500 pounds over his head.

Until 1970, many weightlifters had only come close to cracking that psychological barrier.

So when his trainers told him that the bar was loaded with slightly less than 500 pounds, a weight he’d lifted before, he threw it up like a matchstick.

Only they had lied—he’d actually lifted 500.5 pounds. Over the next seven years, he continued to smash records, topping out at 564 before retiring.

Because seeing is believing, many others started lifting 500+ soon after.

Remember Roger Bannister? Until 1954, everyone believed a human couldn't run a mile in under four minutes. Then Roger did it, and his record stood for only 46 days. In the next 50 years, more than a thousand runners beat the four-minute mile.

What changed? Only a belief in what’s possible.

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These 7 things make you...

A few everyday things make us look immediately unattractive to our counterpart - at least, that's what science says.

Do you get too little sleep and are often in a bad mood? Then watch out! These and other everyday things that seem supposedly "normal" to us have a negative impact on your attractiveness. Scientists have found out which behaviors don't go down well and cast a bad light on us:

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Walking barefoot...

Walking barefoot is the natural way for humans to walk why it's worthwhile to go barefoot more often.

For thousands of years, our ancestors stomped around barefoot. Only recently have people started to squeeze into socks and shoes with rubber soles, completely isolating themselves from the earth's surface - yet walking with bare feet brings so many health benefits. Because walking barefoot...

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Lack of time at work? 5...

Too many tasks and too little time is a permanent condition for you? Do you feel stressed and are unproductive? Poor time management is often to blame. With these 5 tips, you'll finally get the hang of it.

Everyone has 24 hours in a day, yet some people seem to use them better than others. Those who cultivate poor time management struggle to complete their tasks. The consequences: Constant stress and declining productivity. These tips (from Focus Online) show you how good time management works and bring peace back into your workday.

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Reasons why singletasking...

Our society places great value on multitasking. So, too, are our work environments designed for multitasking: Now more than ever, we use computers and networks that offer instant messaging, email, and other "productive" tools. We are constantly jumping back and forth between them.

Multitasking includes three different types:

Performing two or more tasks simultaneously.

Switching back and forth between tasks.

Performing a series of tasks in rapid succession.

While this way of working seems normal to many people, multitasking is a disadvantage. If we use single-tasking instead and consciously approach each project "task-by-task," we can be very productive.

The fastest way to get many things done is to do one thing at a time.

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Four Misconceptions About...

At least two liters a day should be. You should definitely drink before sports ... There are plenty of myths about drinking. But which ones are really true?

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6 simple methods for a more...

Many of us find it difficult to follow through on all work tasks and figure out how to continue to be as productive as possible after an extended period of physical and social isolation. With a little mindfulness, planning ahead, and acknowledging what's actually going well, it's possible to jumpstart productivity with new strategies. These six simple methods will help you be more productive in your workday:

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What happens when you drink...

This is what happens when you drink water in the morning on an empty stomach.

These 7 things happen when you drink water after waking up on an empty stomach, from weight loss to visibly healthier hair.

We hear again and again that sufficient liquid is important for our body. But what happens when water is drunk directly after getting up? We'll tell you:

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Careers of the Future You...

How would the world look like 5, 10, or 15 years from now? Well, indeed, no one can predict.

Monitoring the changing pattern of technological usage & growth can help understand how the professional world may change in the future.

A career you may want to pursue, or a career you already have may shape up to be quite a boom in years to come.

In this blog, we shall shed some light on in-demand careers which we believe shall grow in years to come.

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Score with authenticity in...

In the job interview, it is important to score points with professional competence and personality. In recent years, soft skills have become increasingly important compared to pure hard skills. Companies are looking for a "team fit" rather than a pure "skill fit. The problem with personality traits is that, in comparison to hard skills, they cannot be proven with a certificate. Companies are therefore not only looking for personalities. They are looking for personalities that are as authentic as possible. Here I explain how you can present yourself as authentically as possible.

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