Global Machine Learning in Pharmaceutical Industry Market Research Report 2023

Machine Learning in Pharmaceutical Industry Market

Machine learning in pharmaceutical industry refers to the use of artificial intelligence (AI) algorithms and statistical models to analyze large datasets in order to identify patterns and relationships that can be used to make better decisions related to drug development, clinical trials, and patient care.

The global Machine Learning in Pharmaceutical Industry market was valued at US$ million in 2022 and is anticipated to reach US$ million by 2029, witnessing a CAGR of % during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.

North American market for Machine Learning in Pharmaceutical Industry is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

Asia-Pacific market for Machine Learning in Pharmaceutical Industry is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

The global market for Machine Learning in Pharmaceutical Industry in Drug Development is estimated to increase from $ million in 2023 to $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

The key global companies of Machine Learning in Pharmaceutical Industry include Cyclica inc, BioSymetrics Inc., Cloud Pharmaceuticals, Inc, Deep Genomics, Atomwise Inc., Alphabet Inc., NVIDIA Corporation, International Business Machines Corporation and Microsoft Corporation, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Machine Learning in Pharmaceutical Industry, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning in Pharmaceutical Industry.

The Machine Learning in Pharmaceutical Industry market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Machine Learning in Pharmaceutical Industry market comprehensively. Regional market sizes, concerning products by type, by application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Machine Learning in Pharmaceutical Industry companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.

Scope of Machine Learning in Pharmaceutical Industry Market Report

Core Chapters

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Type: 2018 VS 2022 VS 2029

1.2.2 Pharmaceutical

1.2.3 Clinical Use

1.2.4 Others

1.3 Market by Application

1.3.1 Global Machine Learning in Pharmaceutical Industry Market Growth by Application: 2018 VS 2022 VS 2029

1.3.2 Drug Development

1.3.3 Clinical Trials

1.3.4 Patient Care

1.3.5 Others

1.4 Study Objectives

1.5 Years Considered

1.6 Years Considered

2.1 Global Machine Learning in Pharmaceutical Industry Market Perspective (2018-2029)

2.2 Machine Learning in Pharmaceutical Industry Growth Trends by Region

2.2.1 Global Machine Learning in Pharmaceutical Industry Market Size by Region: 2018 VS 2022 VS 2029

2.2.2 Machine Learning in Pharmaceutical Industry Historic Market Size by Region (2018-2023)

2.2.3 Machine Learning in Pharmaceutical Industry Forecasted Market Size by Region (2024-2029)

2.3 Machine Learning in Pharmaceutical Industry Market Dynamics

2.3.1 Machine Learning in Pharmaceutical Industry Industry Trends

2.3.2 Machine Learning in Pharmaceutical Industry Market Drivers

2.3.3 Machine Learning in Pharmaceutical Industry Market Challenges

2.3.4 Machine Learning in Pharmaceutical Industry Market Restraints

3.1 Global Top Machine Learning in Pharmaceutical Industry Players by Revenue

3.1.1 Global Top Machine Learning in Pharmaceutical Industry Players by Revenue (2018-2023)

3.1.2 Global Machine Learning in Pharmaceutical Industry Revenue Market Share by Players (2018-2023)

3.2 Global Machine Learning in Pharmaceutical Industry Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Players Covered: Ranking by Machine Learning in Pharmaceutical Industry Revenue

3.4 Global Machine Learning in Pharmaceutical Industry Market Concentration Ratio

3.4.1 Global Machine Learning in Pharmaceutical Industry Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Machine Learning in Pharmaceutical Industry Revenue in 2022

3.5 Machine Learning in Pharmaceutical Industry Key Players Head office and Area Served

3.6 Key Players Machine Learning in Pharmaceutical Industry Product Solution and Service

3.7 Date of Enter into Machine Learning in Pharmaceutical Industry Market

3.8 Mergers & Acquisitions, Expansion Plans

4.1 Global Machine Learning in Pharmaceutical Industry Historic Market Size by Type (2018-2023)

4.2 Global Machine Learning in Pharmaceutical Industry Forecasted Market Size by Type (2024-2029)

5.1 Global Machine Learning in Pharmaceutical Industry Historic Market Size by Application (2018-2023)

5.2 Global Machine Learning in Pharmaceutical Industry Forecasted Market Size by Application (2024-2029)

6.1 North America Machine Learning in Pharmaceutical Industry Market Size (2018-2029)

6.2 North America Machine Learning in Pharmaceutical Industry Market Growth Rate by Country: 2018 VS 2022 VS 2029

6.3 North America Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023)

6.4 North America Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029)

6.5 United States

6.6 Canada

7.1 Europe Machine Learning in Pharmaceutical Industry Market Size (2018-2029)

7.2 Europe Machine Learning in Pharmaceutical Industry Market Growth Rate by Country: 2018 VS 2022 VS 2029

7.3 Europe Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023)

7.4 Europe Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8.1 Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size (2018-2029)

8.2 Asia-Pacific Machine Learning in Pharmaceutical Industry Market Growth Rate by Region: 2018 VS 2022 VS 2029

8.3 Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size by Region (2018-2023)

8.4 Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size by Region (2024-2029)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9.1 Latin America Machine Learning in Pharmaceutical Industry Market Size (2018-2029)

9.2 Latin America Machine Learning in Pharmaceutical Industry Market Growth Rate by Country: 2018 VS 2022 VS 2029

9.3 Latin America Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023)

9.4 Latin America Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029)

9.5 Mexico

9.6 Brazil

10.1 Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size (2018-2029)

10.2 Middle East & Africa Machine Learning in Pharmaceutical Industry Market Growth Rate by Country: 2018 VS 2022 VS 2029

10.3 Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023)

10.4 Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11.1 Cyclica inc

11.1.1 Cyclica inc Company Detail

11.1.2 Cyclica inc Business Overview

11.1.3 Cyclica inc Machine Learning in Pharmaceutical Industry Introduction

11.1.4 Cyclica inc Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.1.5 Cyclica inc Recent Development

11.2 BioSymetrics Inc.

11.2.1 BioSymetrics Inc. Company Detail

11.2.2 BioSymetrics Inc. Business Overview

11.2.3 BioSymetrics Inc. Machine Learning in Pharmaceutical Industry Introduction

11.2.4 BioSymetrics Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.2.5 BioSymetrics Inc. Recent Development

11.3 Cloud Pharmaceuticals, Inc

11.3.1 Cloud Pharmaceuticals, Inc Company Detail

11.3.2 Cloud Pharmaceuticals, Inc Business Overview

11.3.3 Cloud Pharmaceuticals, Inc Machine Learning in Pharmaceutical Industry Introduction

11.3.4 Cloud Pharmaceuticals, Inc Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.3.5 Cloud Pharmaceuticals, Inc Recent Development

11.4 Deep Genomics

11.4.1 Deep Genomics Company Detail

11.4.2 Deep Genomics Business Overview

11.4.3 Deep Genomics Machine Learning in Pharmaceutical Industry Introduction

11.4.4 Deep Genomics Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.4.5 Deep Genomics Recent Development

11.5 Atomwise Inc.

11.5.1 Atomwise Inc. Company Detail

11.5.2 Atomwise Inc. Business Overview

11.5.3 Atomwise Inc. Machine Learning in Pharmaceutical Industry Introduction

11.5.4 Atomwise Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.5.5 Atomwise Inc. Recent Development

11.6 Alphabet Inc.

11.6.1 Alphabet Inc. Company Detail

11.6.2 Alphabet Inc. Business Overview

11.6.3 Alphabet Inc. Machine Learning in Pharmaceutical Industry Introduction

11.6.4 Alphabet Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.6.5 Alphabet Inc. Recent Development

11.7 NVIDIA Corporation

11.7.1 NVIDIA Corporation Company Detail

11.7.2 NVIDIA Corporation Business Overview

11.7.3 NVIDIA Corporation Machine Learning in Pharmaceutical Industry Introduction

11.7.4 NVIDIA Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.7.5 NVIDIA Corporation Recent Development

11.8 International Business Machines Corporation

11.8.1 International Business Machines Corporation Company Detail

11.8.2 International Business Machines Corporation Business Overview

11.8.3 International Business Machines Corporation Machine Learning in Pharmaceutical Industry Introduction

11.8.4 International Business Machines Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.8.5 International Business Machines Corporation Recent Development

11.9 Microsoft Corporation

11.9.1 Microsoft Corporation Company Detail

11.9.2 Microsoft Corporation Business Overview

11.9.3 Microsoft Corporation Machine Learning in Pharmaceutical Industry Introduction

11.9.4 Microsoft Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.9.5 Microsoft Corporation Recent Development

11.10 IBM

11.10.1 IBM Company Detail

11.10.2 IBM Business Overview

11.10.3 IBM Machine Learning in Pharmaceutical Industry Introduction

11.10.4 IBM Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023)

11.10.5 IBM Recent Development

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.2 Data Source

13.2 Disclaimer

13.3 Author Details

List of Tables

    Table 1. Global Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Type (US$ Million): 2018 VS 2022 VS 2029

    Table 2. Key Players of Pharmaceutical

    Table 3. Key Players of Clinical Use

    Table 4. Key Players of Others

    Table 5. Global Machine Learning in Pharmaceutical Industry Market Size Growth by Application (US$ Million): 2018 VS 2022 VS 2029

    Table 6. Global Machine Learning in Pharmaceutical Industry Market Size by Region (US$ Million): 2018 VS 2022 VS 2029

    Table 7. Global Machine Learning in Pharmaceutical Industry Market Size by Region (2018-2023) & (US$ Million)

    Table 8. Global Machine Learning in Pharmaceutical Industry Market Share by Region (2018-2023)

    Table 9. Global Machine Learning in Pharmaceutical Industry Forecasted Market Size by Region (2024-2029) & (US$ Million)

    Table 10. Global Machine Learning in Pharmaceutical Industry Market Share by Region (2024-2029)

    Table 11. Machine Learning in Pharmaceutical Industry Market Trends

    Table 12. Machine Learning in Pharmaceutical Industry Market Drivers

    Table 13. Machine Learning in Pharmaceutical Industry Market Challenges

    Table 14. Machine Learning in Pharmaceutical Industry Market Restraints

    Table 15. Global Machine Learning in Pharmaceutical Industry Revenue by Players (2018-2023) & (US$ Million)

    Table 16. Global Machine Learning in Pharmaceutical Industry Market Share by Players (2018-2023)

    Table 17. Global Top Machine Learning in Pharmaceutical Industry Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Pharmaceutical Industry as of 2022)

    Table 18. Ranking of Global Top Machine Learning in Pharmaceutical Industry Companies by Revenue (US$ Million) in 2022

    Table 19. Global 5 Largest Players Market Share by Machine Learning in Pharmaceutical Industry Revenue (CR5 and HHI) & (2018-2023)

    Table 20. Key Players Headquarters and Area Served

    Table 21. Key Players Machine Learning in Pharmaceutical Industry Product Solution and Service

    Table 22. Date of Enter into Machine Learning in Pharmaceutical Industry Market

    Table 23. Mergers & Acquisitions, Expansion Plans

    Table 24. Global Machine Learning in Pharmaceutical Industry Market Size by Type (2018-2023) & (US$ Million)

    Table 25. Global Machine Learning in Pharmaceutical Industry Revenue Market Share by Type (2018-2023)

    Table 26. Global Machine Learning in Pharmaceutical Industry Forecasted Market Size by Type (2024-2029) & (US$ Million)

    Table 27. Global Machine Learning in Pharmaceutical Industry Revenue Market Share by Type (2024-2029)

    Table 28. Global Machine Learning in Pharmaceutical Industry Market Size by Application (2018-2023) & (US$ Million)

    Table 29. Global Machine Learning in Pharmaceutical Industry Revenue Market Share by Application (2018-2023)

    Table 30. Global Machine Learning in Pharmaceutical Industry Forecasted Market Size by Application (2024-2029) & (US$ Million)

    Table 31. Global Machine Learning in Pharmaceutical Industry Revenue Market Share by Application (2024-2029)

    Table 32. North America Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029

    Table 33. North America Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023) & (US$ Million)

    Table 34. North America Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029) & (US$ Million)

    Table 35. Europe Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029

    Table 36. Europe Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023) & (US$ Million)

    Table 37. Europe Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029) & (US$ Million)

    Table 38. Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Region (US$ Million): 2018 VS 2022 VS 2029

    Table 39. Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size by Region (2018-2023) & (US$ Million)

    Table 40. Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size by Region (2024-2029) & (US$ Million)

    Table 41. Latin America Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029

    Table 42. Latin America Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023) & (US$ Million)

    Table 43. Latin America Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029) & (US$ Million)

    Table 44. Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029

    Table 45. Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size by Country (2018-2023) & (US$ Million)

    Table 46. Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size by Country (2024-2029) & (US$ Million)

    Table 47. Cyclica inc Company Detail

    Table 48. Cyclica inc Business Overview

    Table 49. Cyclica inc Machine Learning in Pharmaceutical Industry Product

    Table 50. Cyclica inc Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 51. Cyclica inc Recent Development

    Table 52. BioSymetrics Inc. Company Detail

    Table 53. BioSymetrics Inc. Business Overview

    Table 54. BioSymetrics Inc. Machine Learning in Pharmaceutical Industry Product

    Table 55. BioSymetrics Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 56. BioSymetrics Inc. Recent Development

    Table 57. Cloud Pharmaceuticals, Inc Company Detail

    Table 58. Cloud Pharmaceuticals, Inc Business Overview

    Table 59. Cloud Pharmaceuticals, Inc Machine Learning in Pharmaceutical Industry Product

    Table 60. Cloud Pharmaceuticals, Inc Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 61. Cloud Pharmaceuticals, Inc Recent Development

    Table 62. Deep Genomics Company Detail

    Table 63. Deep Genomics Business Overview

    Table 64. Deep Genomics Machine Learning in Pharmaceutical Industry Product

    Table 65. Deep Genomics Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 66. Deep Genomics Recent Development

    Table 67. Atomwise Inc. Company Detail

    Table 68. Atomwise Inc. Business Overview

    Table 69. Atomwise Inc. Machine Learning in Pharmaceutical Industry Product

    Table 70. Atomwise Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 71. Atomwise Inc. Recent Development

    Table 72. Alphabet Inc. Company Detail

    Table 73. Alphabet Inc. Business Overview

    Table 74. Alphabet Inc. Machine Learning in Pharmaceutical Industry Product

    Table 75. Alphabet Inc. Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 76. Alphabet Inc. Recent Development

    Table 77. NVIDIA Corporation Company Detail

    Table 78. NVIDIA Corporation Business Overview

    Table 79. NVIDIA Corporation Machine Learning in Pharmaceutical Industry Product

    Table 80. NVIDIA Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 81. NVIDIA Corporation Recent Development

    Table 82. International Business Machines Corporation Company Detail

    Table 83. International Business Machines Corporation Business Overview

    Table 84. International Business Machines Corporation Machine Learning in Pharmaceutical Industry Product

    Table 85. International Business Machines Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 86. International Business Machines Corporation Recent Development

    Table 87. Microsoft Corporation Company Detail

    Table 88. Microsoft Corporation Business Overview

    Table 89. Microsoft Corporation Machine Learning in Pharmaceutical Industry Product

    Table 90. Microsoft Corporation Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 91. Microsoft Corporation Recent Development

    Table 92. IBM Company Detail

    Table 93. IBM Business Overview

    Table 94. IBM Machine Learning in Pharmaceutical Industry Product

    Table 95. IBM Revenue in Machine Learning in Pharmaceutical Industry Business (2018-2023) & (US$ Million)

    Table 96. IBM Recent Development

    Table 97. Research Programs/Design for This Report

    Table 98. Key Data Information from Secondary Sources

    Table 99. Key Data Information from Primary Sources

List of Figures

    Figure 1. Global Machine Learning in Pharmaceutical Industry Market Size Comparison by Type (2023-2029) & (US$ Million)

    Figure 2. Global Machine Learning in Pharmaceutical Industry Market Share by Type: 2022 VS 2029

    Figure 3. Pharmaceutical Features

    Figure 4. Clinical Use Features

    Figure 5. Others Features

    Figure 6. Global Machine Learning in Pharmaceutical Industry Market Size Comparison by Application (2023-2029) & (US$ Million)

    Figure 7. Global Machine Learning in Pharmaceutical Industry Market Share by Application: 2022 VS 2029

    Figure 8. Drug Development Case Studies

    Figure 9. Clinical Trials Case Studies

    Figure 10. Patient Care Case Studies

    Figure 11. Others Case Studies

    Figure 12. Machine Learning in Pharmaceutical Industry Report Years Considered

    Figure 13. Global Machine Learning in Pharmaceutical Industry Market Size (US$ Million), Year-over-Year: 2018-2029

    Figure 14. Global Machine Learning in Pharmaceutical Industry Market Size, (US$ Million), 2018 VS 2022 VS 2029

    Figure 15. Global Machine Learning in Pharmaceutical Industry Market Share by Region: 2022 VS 2029

    Figure 16. Global Machine Learning in Pharmaceutical Industry Market Share by Players in 2022

    Figure 17. Global Top Machine Learning in Pharmaceutical Industry Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Pharmaceutical Industry as of 2022)

    Figure 18. The Top 10 and 5 Players Market Share by Machine Learning in Pharmaceutical Industry Revenue in 2022

    Figure 19. North America Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 20. North America Machine Learning in Pharmaceutical Industry Market Share by Country (2018-2029)

    Figure 21. United States Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 22. Canada Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 23. Europe Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 24. Europe Machine Learning in Pharmaceutical Industry Market Share by Country (2018-2029)

    Figure 25. Germany Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 26. France Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 27. U.K. Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 28. Italy Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 29. Russia Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 30. Nordic Countries Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 31. Asia-Pacific Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 32. Asia-Pacific Machine Learning in Pharmaceutical Industry Market Share by Region (2018-2029)

    Figure 33. China Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 34. Japan Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 35. South Korea Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 36. Southeast Asia Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 37. India Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 38. Australia Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 39. Latin America Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 40. Latin America Machine Learning in Pharmaceutical Industry Market Share by Country (2018-2029)

    Figure 41. Mexico Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 42. Brazil Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 43. Middle East & Africa Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 44. Middle East & Africa Machine Learning in Pharmaceutical Industry Market Share by Country (2018-2029)

    Figure 45. Turkey Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 46. Saudi Arabia Machine Learning in Pharmaceutical Industry Market Size YoY Growth (2018-2029) & (US$ Million)

    Figure 47. Cyclica inc Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 48. BioSymetrics Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 49. Cloud Pharmaceuticals, Inc Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 50. Deep Genomics Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 51. Atomwise Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 52. Alphabet Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 53. NVIDIA Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 54. International Business Machines Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 55. Microsoft Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 56. IBM Revenue Growth Rate in Machine Learning in Pharmaceutical Industry Business (2018-2023)

    Figure 57. Bottom-up and Top-down Approaches for This Report

    Figure 58. Data Triangulation

    Figure 59. Key Executives Interviewed