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上海枫泾古镇正门_20240824上海枫泾古镇正门_20240824
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Jeff Dean回忆谷歌趣事:吴恩达激励自己继续研究,Hinton曾是最强「实习生」

报道来源:机器之心

【摘要】
Jeff Dean,谷歌早期员工,Google Brain团队创始人,AI和机器学习领域的领军人物,近期在访谈中分享了他的个人经历和谷歌在人工智能领域的探索历程。

1999年8月,Jeff Dean加入谷歌,成为第20号员工。他的职业生涯见证了谷歌从一家初创公司成长为全球科技巨头,并在人工智能领域取得了举世瞩目的成就。

Jeff Dean在访谈中提到,他在本科期间曾尝试过探索大规模神经网络,但以失败告终。然而,在一次偶然的机会下,他与吴恩达的一次谈话激发了他继续研究神经网络的兴趣。吴恩达告诉他,在斯坦福大学的学生在神经网络方面取得了很好的成绩,这让他意识到神经网络具有巨大的潜力。

2011年,Jeff Dean参与创立了Google Brain团队,专注于智能机器领域的进展。在他的带领下,Google Brain团队开发了一系列创新的技术,如DistBelief,一个分布式系统,用于训练大规模神经网络。

在访谈中,Jeff Dean还分享了一个有趣的往事。当时,DeepMind创始人Demis Hassabis提议谷歌收购DeepMind。这个提议来自当时60岁的深度学习之父Geoffrey Hinton,他在谷歌访问期间提出了这个想法。Hinton是深度学习领域的先驱,对神经网络的发展做出了巨大贡献。

Jeff Dean表示,DeepMind和Google Brain的合并标志着两家公司在人工智能领域的强强联合。如今,谷歌DeepMind已经成为全球领先的AI研究机构,在强化学习、图像识别等领域取得了突破性进展。

在访谈的最后,Jeff Dean对人工智能的未来充满信心。他认为,随着计算能力的提升和算法的改进,人工智能将在更多领域发挥重要作用,为人类创造更多价值。

【结语】

Jeff Dean的访谈为我们揭示了谷歌在人工智能领域的探索历程,以及他在这一领域的贡献。从一个小团队到全球领先的AI研究机构,谷歌DeepMind的发展离不开像Jeff Dean这样的领军人物。我们有理由相信,在未来的日子里,人工智能将为我们的生活带来更多惊喜。


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