Trending February 2024 # Pc Hardware Trends: Amd’s Most Affordable R700S # Suggested March 2024 # Top 4 Popular

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After all, AMD’s ATI division has been on a serious roll lately, and its high-end Radeon HD 4800 line has been taking Nvidia to town. The Radeon HD 4870 X2 is the fastest single-card solution on the market, and the Radeon HD 4850 and 4870 are the price/performance leaders of their class. Now AMD is moving to seize the low-end segment by launching the Radeon HD 4600 series.

While Nvidia seems content to introduce redesigned GeForce 8 Series cards as re-branded GeForce 9 models, AMD has built every member of its Radeon HD 4000 series on the new R700 core architecture. This has brought impressive performance gains in each market segment — the single-GPU Radeon HD 4870 challenges the previous-generation, dual-GPU HD 3870 X2 — along with a consistent feature set.

Clock speeds are also high, with the HD 4650 set at 600MHz and the HD 4670 at 750MHz. On paper, the Radeon HD 4650 and 4670 look like enhanced versions of the HD 3850 and 3870, the last of which was AMD’s last-generation mainstream performance model.

Of course, you won’t really be buying a Radeon HD 3870 equivalent for $79; AMD has ensured some separation by implementing that old favorite of the economy segment, a 128-bit memory interface instead of the 256- or 512-bit memory link of a mainstream or high-end card. The restriction cuts the same-clock memory bandwidth of a Radeon HD 4650/4670 to half that of an HD 3850 or 3870. The Radeon HD 4850 carries a modest 512MB of DDR2 at 1GHz as well, though the HD 4670 is available with 512MB or 1GB of GDDR3 clocked at up to 2GHz.

Moving from one bottom line (price) to the other (performance), the ATI Radeon HD 4650 and 4670 are stunning achievements. Even with the smaller 128-bit memory interface, the $69 and $79 cards compete well against last-generation mainstream performance cards. The lower memory bandwidth does hamper the cards a bit at higher resolutions, but the GPU makes up for it. Frankly, this level of performance is unheard-of in a card with an under-$80 price tag.

Multi-GPU technology is another area in which AMD has taken a leadership role, and the company’s current CrossFireX implementation is supported throughout the new 4600 series. This is not only important from a scalability point of view, but also helps AMD’s marketing effort by promising a quick-fix graphics upgrade if required: The overall cost benefit is intriguing, as you can spend $79 now and then double up for another $79 (or less) later on.

And, thanks to Intel adopting the CrossFire architecture, odds are better that you own a supported motherboard. By cultivating an uneasy relationship with Intel, and incorporating CrossFire from top to bottom — even in the 780G and 790GX integrated-graphics chipsets– AMD has made CrossFire almost a household name. Except for those using Nvidia’s own nForce chipsets, virtually all high-end desktop motherboards support AMD’s multi-GPU technology, and many mainstream platforms do as well. Intel is a powerhouse in the performance desktop market, and AMD is happy to come along for the ride.

By contrast, Nvidia views its SLI technology as a major selling point of its nForce motherboard chipsets and, aside from the Intel Skulltrail bridge-chip experiment, has been loath to allow it outside these confines. That works fine for the company’s platform department, but maintaining a proprietary hold on SLI has definitely hurt Nvidia’s graphics-card sales. It’s sort of a Catch-22: Nvidia would gain more of the graphics pie if SLI was opened up to Intel platforms, but then the nForce line would be extremely vulnerable.

The release of the Radeon HD 4600 is an impressive one, but with only one problem — the previous-generation ATI and Nvidia performance cards are no longer priced at $150 to $200. As faster GPU architectures emerge and new card lines are added, last year’s models trickle down the price list, usually settling in the sub-$100 range. Radeon HD 3850 512MB cards can now be found for around $90, while the more powerful HD 3870 512MB costs not much more than $100.

It’s the same story with the GeForce family, as last-generation powerhouses like the GeForce 8800 GT and 9600 GT 512MB boards hover right around the $100 mark, while lower-clocked GS and GSO variants set up shop in the $80-to-$90 range. This creates additional competition, even at $69 to $79.

Even so, the new AMD Radeon HD 4650 and 4670 cards should do well simply based on their combination of mainstream performance and low power usage. One thing is for sure — buyers can get a lot more for a C-note than ever before.

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Review: Incipio’s Offgrid Express Is The Most Affordable Apple

If I had to choose one word to describe how Incipio’s past iPhone offGRID battery cases felt, it would probably be “svelte,” as they were all impressively thin and gently curved. Starting today, Incipio is shipping its first offGRID case for the iPhone 6, and it notably trades “svelte” for “edgy” design. Offered only in matte black, it’s called offGRID Express ($80), and Incipio claims it’s the first Apple-certified iPhone 6 battery case that’s actually available for consumers to purchase. This time, the back is somewhat angular, due in part to a larger battery pack than prior models, and the sides are equipped with the fancy metallic button protectors rival Mophie has only offered in its most expensive Juice Packs.

Incipio’s message is clear: by offering 3000mAh of power at an $80 price point, offGRID Express is practically daring Mophie – and any other Apple MFi-licensed manufacturer – to step up and take a swing at its value proposition. Yes, comparatively unknown vendors are selling cheaper options, and Tylt offers a 3200mAh, Apple-licensed alternative called Energi for $100, but offGRID Express actually matches it in recharging performance for a lower price. It’s positioned directly at consumers who care about both quality and cost, not just one or the other.

offGRID Express follows the same general pattern as Incipio’s prior $80 offGRID for iPhone 5/5s, arriving in a package with a micro-USB recharging cable, a headphone extension cable, a rear and bottom frame with a battery inside, and a wraparound bumper that covers all of the iPhone’s sides. Unlike prior offGRIDs, Incipio doesn’t include screen film or a cleaning cloth with this version, perhaps because the iPhone 6’s curved screen edges don’t look particularly good with film. No one else we’ve seen is including film with new iPhone battery cases, either, and offGRID Express partially compensates for the omission with better-looking and more tactile button covers than its predecessors.

The bumper also provides around a half-millimeter of anti-drop protection for the screen. You attach the iPhone 6 to the Lightning connector, then place the bumper atop the rear frame, snugly sealing them together with little clips on offGRID Express’s edges. Incipio has upped the number of front power indicator LEDs from 4 to 5, changed their color to white, and moved the power button from the glossy front plate to a raised dot on the right side.

Although it’s not the highest-capacity battery case Incipio has ever offered — there were dual-battery kits with 4000mAh of power for $100 — the 3000mAh offGRID Express has the largest single battery of any offGRID I’ve tested. It promises to deliver exactly one full extra recharge for the iPhone 6, but outperformed that claim, enabling our test iPhone 6 to go from dead to 100% in two hours, then after a partial discharge, up an additional 21% in a quick 20 minutes. That’s 1% higher overall than Tylt’s Energi, which would be a meaningless difference except that offGRID Express has a $20 lower MSRP. That said, offGRID Express takes its time recharging using a micro-USB cable, though notably staying cool to the touch throughout.

I’ve genuinely loved using Incipio’s past offGRID battery cases, particularly the offGRID Pro models, which for $100 have historically included dual batteries that together delivered far more than a single recharge for past iPhones. The $80 offGRID Express doesn’t offer that sort of power, and it’s not as slender as competing lower-capacity iPhone 6 batteries will likely be, but it narrowly beats Tylt’s Energi in performance at a markedly lower price. There will be a lot of new iPhone 6 battery case announcements in the near future, so it’s worth considering all of your options, but I’ve had great experiences with almost every offGRID I’ve tested for prior iPhones. Given its 121% recharging abilities, I wouldn’t hesitate to recommend this one.

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Consumer Socialization Meaning New Trends

Over the past few decades, consumer socialization research has significantly contributed to understanding how children and adolescents learn about consumer behavior. However, with the emergence of new technologies, changes in the family structure, and globalization, new challenges have arisen that require further investigation. This article explores the challenges for future research in consumer socialization by analyzing emerging trends and their implications for theory and practice.

Understanding Emerging Trends in Consumer Socialization

Another significant trend in consumer socialization is the changing family structure. With the rise of single-parent families, blended families, and same-sex families, traditional models of consumer socialization based on the nuclear family may no longer be relevant. Therefore, future research in consumer socialization needs to explore how different family structures influence children and adolescents’ consumer behavior and identify effective strategies to promote positive consumer socialization outcomes in diverse family contexts.

In addition, globalization has led to the spread of consumer culture and the emergence of global youth culture. This has created new challenges for consumer socialization research, as it is essential to understand how cultural differences and similarities influence children’s and adolescents’ consumer behavior. Future research needs to investigate the impact of globalization on consumer socialization and identify strategies to promote positive consumer behavior globally.

Understanding the Changing Consumer Landscape Examining the Role of Culture in Consumer Socialization

Another challenge in consumer socialization research is the role of culture in shaping consumer behavior. Culture refers to a group or society’s shared beliefs, values, customs, and practices. Cultural factors can influence how people think about and interact with consumer products. For example, in some cultures, gift-giving is integral to social relationships; in others, it may not be as significant. To fully understand how consumer socialization works, researchers must examine the role of culture in shaping consumer attitudes and behaviors.

Exploring the Impact of Social Media on Consumer Socialization

Social media has emerged as a powerful force in the consumer landscape, changing how people learn about and interact with products. Social media platforms such as Instagram, Facebook, and Twitter have become critical channels for brands to reach consumers. Individuals also increasingly use them to share their experiences and opinions about products. Researchers need to examine the impact of social media on consumer socialization to understand how these medium influences consumer behavior and how it can be used to promote responsible consumption.

Incorporating New Research Methods

Consumer socialization research has traditionally relied on surveys, interviews, and observational studies to collect data. While these methods have been effective, they have their limitations. With the emergence of new technologies and research techniques, there are now opportunities to explore consumer socialization in new and innovative ways. For example, virtual reality could simulate shopping experiences, allowing researchers to study consumer behavior in a more naturalistic setting. Researchers could also use machine learning and data analytics to analyze large datasets and uncover new insights into consumer behavior.

Addressing Ethical Issues in Consumer Socialization Research

As with any research field, consumer socialization research must adhere to ethical principles. Researchers must ensure that their research is conducted to protect the privacy and well-being of their participants. They must also be transparent about their methods and disclose any conflicts of interest. One particular ethical challenge in consumer socialization research is the issue of commercial influence. Since industry groups sponsor many consumer socialization studies, there is a risk of bias in the research. Researchers must take steps to ensure that their research is independent and unbiased.

Implications of Consumer Socialization

The emerging trends in consumer socialization have important implications for both theory and practice. Firstly, they highlight the need for a more holistic and integrated approach to consumer socialization that considers the various socialization agents and their interactions. This requires a shift from traditional models that focus on the family as the primary agent of consumer socialization towards a more complex and dynamic model that considers the multiple influences on children and adolescents consumer behavior.

Secondly, the emerging trends in consumer socialization underscore the need for a more nuanced and culturally sensitive understanding of consumer behavior. This requires a deeper understanding of the cultural factors influencing children and adolescents’ consumption patterns and the development of effective strategies to promote positive consumer behavior in diverse cultural contexts.

Finally, the emerging trends in consumer socialization call for the development of innovative and effective interventions to promote positive consumer behavior. This requires a multidisciplinary approach that draws on insights from psychology, sociology, marketing, and education to develop evidence-based interventions that can be implemented in various contexts.

Conclusion

Consumer socialization is a complex process influenced by various socialization agents and shaped by emerging trends such as technology, changing family structures, and globalization. Future research in consumer socialization needs to consider these emerging trends and their implications for theory and practice. This requires a more holistic and integrated approach to consumer socialization, a more nuanced and culturally sensitive understanding of consumer behavior, and the development of innovative and effective interventions to promote positive consumer behavior. By addressing these challenges, consumer socialization research can contribute to developing a more sustainable and responsible consumer culture.

While significant progress has been made in understanding the process of consumer socialization, there are still several challenges that must be addressed. These challenges include understanding the changing consumer landscape, examining the role of culture in shaping consumer behavior, exploring the impact of social media on consumer socialization, incorporating new research methods, and addressing ethical issues in consumer socialization research.

Droid Bionic Revealed In Full Hardware Photos

DROID BIONIC Revealed in Full Hardware Photos [UPDATE: Videos Too!]

The mobile world has been waiting for a device which combines a dual-core processor with the speed of Verizon’s 4G LTE network since CES this past January. It was at this Consumer Electronics Show that the DROID Bionic was originally revealed, a device which combined an unnamed dual-core processor with the ability to run at what Verizon was then noting was up to 10 times faster than 3G with their 4G LTE network. What we’ve got now is a mobile environment where LTE has been worked into three Android smartphones, dual-core processors are in more than five smartphones, but there’s still no combination of the two – by the looks of the photos in this post, that’s about to change very soon.

This same device was seen on the 5th of this month as well in two photos, one showing the front of the device with a battery charging symbol, perhaps pointing to the idea that it needs more than your average charge during a normal day, and another showing the device’s display sitting next to the DROID Charge, showing its size to clearly be larger than the Charge’s 4.3-inch screen, this indicating a 4.5-inch display that would content with the recently revealed Samsung Hercules, also known as T-Mobile’s version of the Samsung Galaxy S II. The first of these two photos also indicates that the edges of the glass covering the display of the device could be curved slightly downward as is the trend in recent high-end smartphones utilizing the super-strong display cover known as Gorilla Glass.

Update: we’ve now got our own hands-on video and photos with the DROID BIONIC – check it out!DROID BIONIC Hands-on:

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What the newest set of photos shows is again the possibility of curved glass on the front of the device as shown by the light hitting the front lower left of the device, as well as the Verizon logo in the lower right, Motorola in the center on the top near the speaker grill, an at least reasonably bright display, four Android buttons below, and a standard looking border around the whole screen. Along the left side of the device you’ll see a recognizable microUSB and microHDMI post combination, this indicating that docks similar to that which we’ve seen on the Motorola ATRIX and Motorola PHOTON 4G will be in order – this same setup can be seen on the side of the recent DROID 3 just released on Verizon as well.

The right side of the device shows a simple volume rocker, and the back shows the same 8-megapixel camera we’ve seen in the past along with a speaker grille in the opposite corner, Motorola symbol, 4G LTE logo, Verizon logo, and “with Google” logo. All of this facing in a direction that indicates the device is meant to be held in a landscape mode, again, for docking purposes.

What do you think? Look like the Motorola device for you? Or will you be banking on the Samsung Galaxy S II with a possibility for no LTE? How about thinness? Everyone knows that the Samsung Galaxy S II is and will continue to be the thinnest smartphone on the market – does the bulk of the DROID Bionic turn you off? — Thanks for the tip Josh!

UPDATE: Additional FCC photos added in gallery below:

UPDATE 2: Videos now added to the fold courtesy of Android Community:

Unboxing and Apps Overview

Boot Screen, Lock Screen, Speed Test

Another Speed Test

CF Bench Benchmarking App

Settings and Quadrant Benchmarking App

LTE web-based video playback

Another Quadrant Benchmark

Live Wallpapers, Camera App, NFL Mobile App and video playback

1080p Video filmed WITH Droid BIONIC Inside Room

1080p Video filmed WITH Droid BIONIC Outside Overcast

1080p Video filmed WITH Droid BIONIC Outside Partly Cloudy

[via GottaBeMobile]

6 Best Affordable Invisible Braces Brands Of 2023

Aligners are invisible plates of a specific substance that are intended to straighten teeth in the same way as braces. They employ moderate and consistent pressure to shift the teeth into the desired position avoiding the need for metal cables or brackets. They are built specifically for every client using a computerized scan.

How do invisible braces work?

These are built specifically for each individual and are meant to shift teeth in the appropriate position gradually. This is accomplished by electronically recording impressions and analyzing the data with sophisticated technology, which computes future predictions for better outcomes and straighter teeth. Subsequently, the machining device efficiently custom-composes the pair of plates for patients. Generally, a man requires 25-40 sets to achieve perfect alignment.

The Invisalign has a benefit in that these are exceptionally tightly suited and, over time, becomes almost a component of the mouth, causing no speaking issues. There are zero limits on what you can eat or drink because you would discard these before each meal.

Best affordable invisible braces brands

NewSmile

They provided transparent aligner therapy planned remotely and applied from homes, eliminating the need for clinic appointments.

NewSmile, like similar at-home aligners, is intended to correct gentle instances of tooth crushing and gap and specific slight bite abnormalities. Use the NewSmile braces for 20 hrs daily to gradually reposition your teeth into their proper alignment. The dental professionals at NewSmile will virtually oversee your therapy, and you may anticipate complete outcomes within 24 weeks.

Byte

The Byte is a telehealth firm that provides at-home brackets tools and programs that promise to align the teeth faster and at a cheaper cost than metal braces. It caters to those searching for a quick and low-cost at-home oral straightening regimen.

Byte is suitable for people who do not have significant tooth alignment, are happy taking at-home imprints and communicating online with the dental expert to check their development, desire a short therapy duration of a couple of months, and are looking for a less expensive alternative to braces or rival clear Invisalign.

SmileDirectClub

To begin, either get an image pack inside the mail, which you may use to produce imprints of your teeth sitting at home, or you will visit a SmileShop nearby for a personal scan. The 3D pictures will then be reviewed by one of the company’s qualified experts, together with your health records and photographs, to develop an aligner therapy regimen.

Clients can select from two aligner systems: SmileDirectClub Aligners and SmileDirectClub Nighttime Aligners. The latter needs 20 hrs of use per day for 24 weeks, whereas SmileDirectClub Nightly Aligners require 10 hours of bedtime wear for a total therapy time of around 40 weeks.

Clients of SmileDirectClub get all of their Invisalign at the start of their therapy regimen. There are zero in-person check-ins. However, there are frequent online check-ins and 24-hour accessibility to the company’s oral care staff. Users may notice effects in as little as nine weeks of the business. 

Brackets are also accessible for sale after the procedure to assist in sustaining the outcomes of the aligning process.

Candid

Clear and detachable aligners are an option for conventional braces. Additionally, the Invisalign is FDA-approved.

Candid has changed its marketing model and no longer provides at-home impressions packages. It is now a combination solution for people who seek the ease of at-home dental while losing treatment quality.

You will schedule a first appointment with a certified CandidPro provider to start therapy. Your bite is captured electronically, and imprints are obtained. You’ll visit them towards the conclusion of treatment to ensure your teeth are correctly aligned and you’re happy with the outcomes.

SnapCorrect

SnapCorrect is a more affordable distant aligner, often known as a straightforward one. Regular braces can be replaced with aligners, which are nearly undetectable and detachable. SnapCorrect promises to provide ‘transparent aligners’ that are precisely cut along your gums.

Conversely, at-home Invisalign allows you to correct your teeth in your home conveniently. They are also far less expensive than teeth leveling therapy. And therapy is usually faster, likely less than a year.

It is crucial to note that distant aligner therapy is less thoroughly supervised than brackets or Aligners. This indicates that there is a little increased chance of mistakes.

SnapCorrect aligners, unlike braces, are transparent and do not include metal hooks or wiring. They are easily removable for brushing, chewing, and flossing. Use Invisalign for a minimum of 20 hours daily for best results.

Strayt

Strayt at-home aligners are typically suitable for minor to medium tooth imbalances. Strayt’s webpage provides a free evaluation to assist you in deciding if you qualify. It offers free mobile imaging devices in select places, which may influence your therapy choice. Byte and SmileDirectClub are two at-home braces to contrast with Strayt. They are costlier and do not provide free phone scans, but they have been around longer. Some folks will additionally require further professional supervision for precise aligner therapy. In such a situation, in-office aligner therapy like Invisalign or hybrid therapy like Candid could be preferable.

Conclusion

Because there are no wires or brackets, aligners are significantly healthier. So you don’t need to be concerned about having any unsightly nicks or wounds in your mouth. Hidden Invisalign is soft and will not cause any discomfort in your mouth. The aligners are about the size of a mouthguard and have no sharp edges.

Because the Hidden aligner is translucent, you will not have a face full of metal. In other words, these are more visually appealing, and most people will not notice when using them. It implies you may grin freely and without feeling self-conscious. There are no age limits. Furthermore, adults frequently prefer this kind of dental therapy.

Top Trends In Artificial Intelligence In 2023

According to Gartner’s hype cycle of emerging technologies, 2023; Deep Learning and Machine Learning have reached the peak of inflated expectations. Artificial General Intelligence (AGI) and Deep Reinforcement Learning are in the phase of innovation trigger.

We are in 2023. The sentiment over Artificial Intelligence (AI) is euphoric. Every technology firm is jumping on the AI first bandwagon. Companies like Google, Microsoft, Amazon, and Alibaba are pushing the frontiers. There are a plethora of smaller players that are doing cutting-edge work in a niche area. AI is permeating into everyday lives.

As an active practitioner in this field, my views on the top AI trends to look out for in 2023 are as follows:

Firstly, let’s get the context of AI correct.

AI encompasses the following:

–           Machine Learning (subset of AI)

–           Deep Learning (subset of Machine Learning)

Trend #1: Machine Learning to Automated Machine Learning

A typical machine learning process involves the following stages:

A data scientist spends a lot of time in understanding the data. A data scientist tries to fit multiple models. They try out multiple algorithms to find the best model fitment that provides the optimal result.

Automated machine learning attempts to automate the process of performing exploratory analysis. It tries to automate the process of finding hidden patterns. It automates the training of multiple algorithms. In short, automated machine learning saves a lot of data scientist time. Data scientist spends lesser time in spending on model building and more time on evaluation. Automated machine learning is also a blessing for non-data scientists. It helps them to build decent machine learning models without deep-diving into the mathematics of data science.

In 2023, I see that this trend will become mainstream. Google recently launched AutoML in their cloud computing platform. There are niche companies like Data Robot who specialise in this area and are becoming mainstream.

“Automated Machine Learning will mature in 2023.”

Trend #2: Increase in Cloud Adoption for Machine Learning

Machine learning is a lot about data. It is the process of storing data. It is a process of analyzing data, training models and evaluating them. It is a data and compute-intensive process. It is iterative with hits and misses.

Cloud computing provides an ideal platform where machine learning thrives. Cloud computing is not a new concept. Traditional cloud offerings were limited to Infrastructure as a Service (IaaS). Over the past few years, public cloud providers have started offering Machine Learning as a Service. All the big cloud providers have a competitive offering in Machine Learning as a Service.

I see this trend continuing to increase in 2023. The cost of computing and storage in the cloud is lower and on-demand. The costs are controllable. The cloud providers provide out-of-the-box solutions. Data scientist now can spin up analytical sandboxes in the cloud, perform the analysis, experiment with a model and shut it down. They can automate the process as well.Machine learning in the cloud makes the life of a data scientist easier.

“Cloud computing would continue to enable Machine Learning acceleration in 2023.”

Trend #3: Deep Learning Becomes Mainstream

Deep learning is a subset of machine learning that utilizes neural network-based algorithms for machine learning tasks. Deep learning methods have proven to be very useful in the field of computer vision, natural language processing, and speech recognition.

Deep learning has been around for some time now. However, deep learning was in relative obscurity all these years. This obscurity was because of the following two reasons:

The sheer amount of data required to train deep neural networks.

The sheer computing power required to train deep neural networks.

These reasons cease to exist now. There is data now. There is abundant computing process available. The research in deep learning has never been so ebullient as compared to the past. Increasingly, deep learning is powering the fruition of complex use cases. Deep learning’s application ranges from workplace safety to smart cities to image recognition and online-offline shopping.

This trend will continue in 2023.

“Deep Learning will continue to be rapidly adopted by enterprises in 2023.”

Trend #4: AI Regulation Discussion Gains Traction

In 2023, data science community avidly followed the debate between Elon Musk and Mark Zuckerberg. The topic of the debate: Should we fear the rise of AI? Elon Musk had a pessimistic view on the topic. His views: the rise of AI has imminent dangers for humanity. On the other hand, Mark Zuckerberg, had a much more optimistic outlook on the topic. His views: AI would benefit humans.

This debate between these tech tycoons, has everyone thinking about AI and its regulation. In Jan 2023, Microsoft chimed in saying that AI needs to be regulated before it’s too late. There is no easy answer to this question. AI is still an evolving field. Excessive regulations have always stifled innovation. Maintaining a delicate balance is crucial. The regulation of AI is an uncharted territory with technical, legal and even ethical undertones. This is a healthy discussion point.

“Should AI be regulated? This will be a key discussion point in 2023.

About the Author

Pradeep Menon is a seasoned Data Science professional. He has more than 15 years of experience in the field of Data Analytics. He is a hands-on technical expert with a proven track record of helping organizations to transform.

Pradeep can balance business and technical aspects of engagement and cross-pollinate complex concepts across many industries and scenarios. He is a distinguished speaker and blogger and has given various talks on the topics on Big Data and AI.

Currently, he works as a Director of Big Data and AI Solutions with Alibaba Cloud. In this role, he consults his clients to be more data-driven and achieve success by the practical application of Big Data and AI technologies.

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