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Machine Learning in Pharmaceutical Industry Market to Exhibit 37.9% CAGR and Generate $26,151.8 Million by 2031 | Research Dive

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The global machine learning in pharmaceutical industry market is expected to see prominent growth by 2031, due to the growing use of machine learning algorithms to develop medicines. Regionally, the North America region was dominant. 

NEW YORK, July 3, 2023 /PRNewswire/ — Global Machine Learning in Pharmaceutical Industry Market Forecast Analysis: 

As per the report published by Research Dive, the global machine learning in pharmaceutical industry market is anticipated to generate a revenue of $26,151.8 million and grow at a fascinating CAGR of 37.9% over the analysis timeframe from 2022 to 2031. 

Segments of the Machine Learning in Pharmaceutical Industry Market

The report has divided the machine learning in pharmaceutical industry market into the following segments:   

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  • Component: solution and services
    • Services – Expected to have the fastest growth by 2031
      The increasing demand for more efficient and effective drug development and discovery processes and the growing use of machine learning services in the pharmaceutical sectors are expected to foster the growth of the market sub-segment forward.
  • Enterprise Size: SMEs and Large Enterprises
    • Large Enterprises – Accounted for dominant market share in 2021
      The increasing adoption of machine learning technologies to improve drug discovery, clinical trials, and patient outcomes is expected to bolster the growth of the market sub-segment throughout the forecast timeframe.
  • Deployment: cloud and on-premise
    • Cloud – Held the largest market share in 2021
      The increasing use of cloud computing in the pharmaceutical industry due to the rising need for secure and scalable data storage and processing, access to real-time data from multiple sources, and reduce infrastructure costs are predicted to fortify the growth of the market sub-segment further.
  • Region: North America, Europe, Asia-Pacific, and LAMEA
    • North America Held the greatest share of the market in 2021
      The dominance of advanced research capabilities in the region to develop cutting-edge technologies in machine learning that can be applied in the pharmaceutical industry is predicted to boost the regional growth of the market in the coming period.

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Dynamics of the Global Machine Learning in Pharmaceutical Industry Market

The increasing use of machine learning algorithms in the pharmaceutical sector to promote the diagnosis of diseases, improve the accuracy of diagnosis, reduce the need for invasive procedures, and enhance drug discovery is expected to augment the growth of the machine learning in pharmaceutical industry market. Moreover, the growing use of machine learning algorithms to analyze medical images such as CT scans and MRIs to detect abnormalities is further expected to augment the growth of the market over the analysis period. However, the regulatory and legal challenges over machine learning in the pharmaceutical sector may impede the growth of the market throughout the estimated period.

The increasing demand for machine learning to provide personalized medicines to individuals based on their unique characteristics such as medical history, lifestyle, and makeup is expected to create expansive growth opportunities for the machine learning in pharmaceutical industry market throughout the analysis timeframe.

Covid-19 Impact on the Machine Learning in Pharmaceutical Industry Market

Though the outbreak of the Covid-19 pandemic has devastated several other industries, it has positively impacted the machine learning in pharmaceutical industry market. This is mainly because of the increased use of machine learning algorithms to analyze large amounts of data from existing drugs, and clinical trials to speed up the drug discovery process during the pandemic period. Moreover, machine learning has been used in clinical trials during the pandemic who are mostly be benefitted from a particular treatment. This has further increased the growth of the market throughout the crisis.

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Key Players of the Global Machine Learning in Pharmaceutical Industry Market

The major players of the market include

  • Alphabet Inc.
  • NVIDIA Corporation
  • Atomwise Inc.
  • Cyclica Inc.
  • International Business Machines Corporation
  • Deep Genomics
  • Microsoft Corporation
  • Cloud Pharmaceuticals Inc.
  • IBM
  • BioSymetrics Inc.

These players are mainly working on the development of new business strategies such as mergers and acquisitions, partnerships and collaborations, and product development to attain a leading position in the global industry.    

For instance, in May 2023, Recursion, a renowned clinical stage TechBio company announced its acquisition of two companies Cyclica, the partner of choice for data-driven drug discovery, and Valence, a leading deep learning research institute. With this acquisition, the companies aimed to leverage their capabilities in digital chemistry, machine learning, as well as artificial intelligence for the deployment of technology-enabled drug discovery solutions in the biopharma industry. 

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What the Report Covers                

Apart from the information summarized in this press release, the final report covers crucial aspects of the market including SWOT analysis, market overview, Porter’s five forces analysis, market dynamics, segmentation (key market trends, forecast analysis, and regional analysis), and company profiles (company overview, operating business segments, product portfolio, financial performance, and latest strategic moves and developments.)

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About Research Dive

Research Dive is a market research firm based in Pune, India. Maintaining the integrity and authenticity of the services, the firm provides the services that are solely based on its exclusive data model, compelled by the 360-degree research methodology, which guarantees comprehensive and accurate analysis. With an unprecedented access to several paid data resources, team of expert researchers, and strict work ethic, the firm offers insights that are extremely precise and reliable. Scrutinizing relevant news releases, government publications, decades of trade data, and technical & white papers, Research dive deliver the required services to its clients well within the required timeframe. Its expertise is focused on examining niche markets, targeting its major driving factors, and spotting threatening hindrances. Complementarily, it also has a seamless collaboration with the major industry aficionado that further offers its research an edge.

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Blockchain Press Releases

Bybit Surpasses 70 Million Users, Reinforces Commitment to Transparency and Institutional Growth

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DUBAI, UAE, May 9, 2025 /PRNewswire/ — Bybit, the world’s second-largest cryptocurrency exchange by trading volume, today announced it has surpassed 70 million registered users, a milestone that highlights the platform’s sustained global growth and deepening trust among both retail and institutional clients. This achievement underscores Bybit’s robust market presence and its steadfast commitment to security, compliance, and product innovation.

“Reaching 70 million users is more than a number—it’s a testament to the trust our global community places in us,” said Ben Zhou, co-founder and CEO of Bybit. “We are doubling down on compliance, institutional-grade infrastructure, and user-centric innovation to ensure everyone—from first-time traders to global institutions—can access the future of finance with confidence.”

Strengthening Global Compliance and Regulatory Engagement
Bybit continues to expand its global compliance framework, working closely with regulators around the world. Most recently, Bybit held strategic discussions with Vietnam’s Ministry of Finance, contributing to the country’s regulatory sandbox initiative by sharing expertise in KYC, AML, and international best practices.

Bybit has also made key progress in major jurisdictions, including the United Arab Emirates, further demonstrating its commitment to regulatory alignment and operational transparency.

Accelerating Institutional Growth
Bybit is seeing rapid growth among institutional clients, driven by high-performance trading infrastructure, advanced risk controls, and strategic partnerships. The integration with Zodia Custody—a leading provider of institutional-grade custody and off-venue settlement solutions—reflects Bybit’s ongoing efforts to meet the needs of sophisticated investors with robust, compliant offerings.

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Pioneering Web3 Integration and Real-World Utility
Bybit continues to lead in practical Web3 innovation. The Bybit Card, now used by nearly 2 million people, enables everyday crypto spending, while Bybit Pay streamlines on-chain and off-chain transactions for both users and merchants.

In line with its user-first philosophy, Bybit is also leveraging artificial intelligence to enhance trading, research, and support services. CryptoLens, an in-house AI analytics tool, offers users deep insights into token fundamentals, community activity, social trends, and tokenomics—even for projects not listed on the platform. TradeGPT, an AI agent trained on Bybit’s proprietary data, delivers rapid price action summaries and technical analysis, helping traders make smarter decisions. Complementing these innovations, an AI Support Agent enhances customer service by improving response efficiency and user experience across the platform.

Bridging Traditional Finance and the Future of Digital Assets
Bybit remains committed to its role as #TheCryptoArk—a safe, trusted bridge from traditional finance into the world of Web3. Through intuitive products, regulatory collaboration, and cutting-edge technology, Bybit empowers users of all levels to navigate and thrive in the digital asset ecosystem.

“We’re building the infrastructure for the next era of finance,” Ben added. “By championing regulation, professionalism, and a relentless user-first approach, we’re shaping a safer, more inclusive, and more empowering financial future for all.”

#Bybit / #TheCryptoArk

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About Bybit

Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 70 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open, and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.

For more details about Bybit, please visit Bybit Press 
For media inquiries, please contact: [email protected]

For updates, please follow: Bybit’s Communities and Social Media

Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube

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Blockchain Press Releases

Unleashing the Power of Futures Combo Bots on Bybit: Leveling up Futures Trading with More Rewards

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DUBAI, UAE, May 9, 2025 /PRNewswire/ — Bybit, the world’s second-largest cryptocurrency exchange by trading volume, Futures Combo Carnival, a month-long trading event rewarding both new and experienced Futures Combo traders with multiple rewards tracks. Trading thresholds start at 300 USDT with rewards of up to 500 USDT in prizes weekly. 

The largest Futures Combo campaign on Bybit to date, the Carnival gives traders even more reasons to make their futures trading journey hassle-free and more rewarding. Bot-enabled automated trading is becoming the norm among strategic traders in a turbulent market, where no traders can afford manmade mistakes or delays in execution.  

Bybit’s Futures Combo Bot is a powerful tool for streamlining users’ futures trading experience, empowering them to build portfolios and rebalance positions across multiple futures contracts. The innovative solution allows traders to set up a Bot within minutes, minimizing manual management of complex trading strategies, and achieving both efficiency and flexibility when managing combos of futures contracts.

From now to Jun. 9, 2025, eligible Bybit users may take part in two events with a welcome bonus for first-time users:

  1. The Combo Battle offers newcomers who achieve a trading volume of 300 USDT an immediate 5 USDT Bot Bonus on a first-come, first-served basis, while experienced traders can earn lucky draw tickets by reaching volume milestones of 1,000 USDT and 2,500 USDT respectively using Bybit’s Futures Combo Bot.
  2. The Combo Challenge  invites Mandarin-speaking Key Opinion Leaders to create and share their trading strategies on social media using the hashtag #ComboChallenge, with three weekly winners receiving 500 USDT each.

Bybit is committed to making futures trading more accessible to users looking to diversify their trading strategies. With rewards designed for both newcomers and experienced traders, this event strengthens community engagement while supporting users wherever they are on their trading journey. For more details and terms and conditions, users may visit: Bybit Futures Combo Carnival

#Bybit / #TheCryptoArk

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About Bybit

Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.

For more details about Bybit, please visit Bybit Press 
For media inquiries, please contact: [email protected]
For updates, please follow: Bybit’s Communities and Social Media

Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube

 

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Blockchain Press Releases

Bybit Unifies Loan Products to Enhance Capital Efficiency for Crypto Traders

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DUBAI, UAE, May 9, 2025 /PRNewswire/ — Bybit, the world’s second-largest cryptocurrency exchange by trading volume, is enhancing the user experience and capital efficiency of its lending products by integrating Crypto Loans (flexible loans) and Fixed Rate Loans into a single, streamlined interface.

The integration introduces a unified platform for both loan types, enabling users to compare, manage, and optimize their borrowing strategies with greater ease. All loan products are now accessible under the Crypto Loans page, with a redesigned layout that prioritizes usability and transparency.

“Our goal is to simplify how users interact with our lending products while enhancing their capital flexibility,” said Emily Bao, Head of Spot at Bybit. “By consolidating management tools and aligning risk models, we’re giving our users more control and clarity over their borrowing activity.”

Key upgrades include:

  • Unified Cross Margin Model: Both flexible and fixed-term loans will now operate under a shared cross-margin system, allowing users to benefit from consolidated Loan-to-Value (LTV) ratios — set at 80% (initial), 85% (margin call), and 92% (liquidation).
  • Shared Collateral: Collateral can now be used interchangeably across both loan types, enabling more agile capital deployment.
  • Tiered Collateral Ratios: All supported assets will follow a tiered collateral system, reflecting each asset’s risk profile — consistent with the structure previously applied to Fixed Rate Loans.
  • Updated Interest Calculation: Interest will be calculated hourly using a compounding method: total debt (principal + accrued interest) multiplied by the hourly interest rate.

Existing loan orders will remain unaffected, continuing under their original terms and conditions. For users seeking further information, detailed guides on both Fixed Rate Loans and Crypto Loans are available via the Bybit Help Center.

This strategic move reaffirms Bybit’s commitment to innovation and user empowerment in the evolving digital asset economy.

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#Bybit / #TheCryptoArk

About Bybit

Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.

For more details about Bybit, please visit Bybit Press
For media inquiries, please contact: [email protected]
For updates, please follow: Bybit’s Communities and Social Media

Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube

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