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200824 CDLE LT会#1 発表資料『G検定/E資格を取得してから今までを振り返る』
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Naoya Tosaka
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G検定/E資格を取得してから色々な活動をしてきましたが、振り返ると、すべてが繋がっていました。キーワードは”Connecting the Dots”。
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200824 CDLE LT会#1 発表資料『G検定/E資格を取得してから今までを振り返る』
1.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してから 今までを振り返る 株式会社アイデミー コンテンツ部⻑ 登坂直⽮
2.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. 登坂 直⽮ E資格 模試作成のディレクション経験から AI ⼈材育成により踏み込みたい想いで 2020年6⽉ Aidemy にジョイン 資格 JDLA G検定 2019#1 JDLA E資格 2019#2 2020#1 来歴 東京⼤学 公衆衛⽣学 ⽣物統計学 精神保健学 Recruit 営業 / 事業企画 / CS Aidemy 開発本部 コンテンツ部⻑ ⾃⼰紹介
3.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してからの キャリアをどう考えていますか︖ みなさんへの質問
4.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してからの キャリアを考えるヒントにしていただく このLTの⽬的
5.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してから今までを振り返る l Connecting the Dots 点(様々な活動)が線となり、今につながっていました 時系列で振り返る 2019年 2020年 今ここ 資格 G検定勉強 E資格勉強 G検定 取得 E資格 取得 E資格 取得 本・論⽂ WEB 教材 CDLE 本20冊以上、論⽂20本以上は読んだ気がする -> 後ほど紹介 アイデミー 転職 MS learn 仕事 データサイエンス100本ノック AI活⽤検討プロジェクトに参画 E資格試験の模擬試験作成 社内でG検定を広めつつ、AI勉強会を開催 Youtube / Qiita へ解説を投稿 LT会(司会側) CDLEハッカソン・勉強会 SFC 安宅さん講義動画 Jetson nanoを購⼊しセットアップ データサイエンス100本ノックを やり切る会をSlackで開設 Study-AI Aidemy kaggle 合格者の会 LT会(LT側) ライフワーク 趣味
6.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してから今までを振り返る l Connecting the Dots 点(様々な活動)が線となり、今につながっていました 時系列で振り返る 2019年 2020年 今ここ 資格 G検定勉強 E資格勉強 G検定 取得 E資格 取得 E資格 取得 WEB 教材 CDLE 本20冊以上、論⽂20本以上は読んだ気がする -> 後ほど紹介 Study-AI Aidemy kaggle アイデミー 転職 MS learn 仕事 データサイエンス100本ノック AI活⽤検討プロジェクトに参画 E資格試験の模擬試験作成 社内でG検定を広めつつ、AI勉強会を開催 ライフワーク 趣味 Youtube / Qiita へ解説を投稿 合格者の会 LT会(LT側) LT会(司会側) CDLEハッカソン・勉強会 SFC 安宅さん講義動画 Jetson nanoを購⼊しセットアップ データサイエンス100本ノックを やり切る会をSlackで開設 本・論⽂
7.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. 資格 l G検定/E資格の試験勉強により、機械学習の専⾨的な知識を⾝につける ⼀定の知識レベルにあることを証明する ⼀般社団法⼈⽇本ディープラーニング協会 試験実施レポート2020年7⽉版より
8.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. 仕事 l 学習が仕事を創り、仕事のために本やWEB教材などで学び、また仕事に活かす 学んだことを価値に変える ・G検定、E資格勉強 ・本、論⽂ ・CDLEのイベントへの参加 ・有識者へのヒアリング ・kaggle ・データサイエンス100本ノック ・MS learn ・SFC 安宅さん講義動画 ・Jetson nanoのセットアップ 学習する (価値発揮の準備) 仕事に活かす (価値発揮) ・社内勉強会の開催 ・AI活⽤検討プロジェクトへの参画 ・E資格模擬試験ディレクター経験 ・CDLEのイベントの司会 ・データサイエンス100本ノックの解説 動画/解説記事投稿、やる切る会の ⽴ち上げ ・アイデミーへの転職 ・アイデミーにて製作するe-learning コンテンツのアイデア収集
9.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. 本・論⽂ l 資格勉強やWEB教材では学べない、体系的な知識を⾝につける 巨⼈(過去の偉⼈)の肩に乗る <英語論⽂> ※読んだ論⽂の⼀部を抜粋 l BLEU: a Method for Automatic Evaluation of Machine Translation l The Relationship Between Precision-Recall and ROC Curves l WAVENET: A GENERATIVE MODEL FOR RAW AUDIO l Mastering the game of Go with deep neural networks and tree search l Approximate K-Means++ in Sublinear Time l Image-to-Image Translation with Conditional Adversarial Networks l cuDNN: Efficient Primitives for Deep Learning l Learning bothWeights and Connections for Efficient Neural Networks l Group Normalization l MEC: Memory-efficient Convolution for Deep Neural Network l Attention Is All You Need l Auto-Encoding Variational Bayes l Understanding Batch Normalization l PRACTICAL BAYESIAN OPTIMIZATION OF MACHINE LEARNING ALGORITHMS l Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models l Learning bothWeights and Connections for Efficient Neural Networks l Identity Mappings in Deep Residual Networks l A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues l BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding l On the momentum term in gradient descent learning algorithms l Googleʼs Neural Machine Translation System: Bridging the Gap between Human and Machine Translation l Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift l Deep contextualized word representations l XLNet: Generalized Autoregressive Pretraining for Language Understanding l Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm l ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION l End-To-End Memory Networks
10.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. WEB教材 l 質の⾼い無料WEB教材で知識を習得し、実践的なコードスキルを⾝につける 無料の教材を使い倒す http://gc.sfc.keio.ac.jp/cgi/class/class_top.cgi?2019_41574 Study AI Aidemy kaggle MS learn データサイエンス100本ノック SFC 安宅さん講義動画 その他にも⾊々あるので、探してください ・Qiita ・Youtube ・progate ・signate ・IBM
11.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. CDLE l 合格者同⼠で学び合い、モチベーションや熱量を保ち続ける できる限りイベントに参加し、なるべくアウトプットする CDLE LT Meetup CDLE HACKATHON CDLE勉強会 ※すべてYoutubeで動画を⾒ることができます #1 AnyTech 代表取締役 島本佳紀さん #2 ABEJA 代表取締役社⻑CEO 兼 共同創業者 岡⽥ 陽介さん #3 ニューラルポケット株式会社 取締役 最⾼技術責任者 佐々⽊ 雄⼀さん #4 中部⼤学⼯学部ロボット理⼯学科 藤吉 弘亘教授 ※資料もWEB公開 https://jdla.connpass.com/event/185020/ presentation/
12.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. ライフワーク・趣味 l 興味や関⼼で「これやったらどうなるのかな︖」を実際にやってみる やろうと思えば、環境はいくらでも整えられる データサイエンス100本ノックを解説するYoutubeチャンネル データサイエンス100本ノックを解説するQiita データサイエンス100本ノックをやり切る会 チャンネル登録はこちらから Slackチャンネル参加は こちらから Jetson nanoをセットアップ © 2020 Aidemy, Inc.© 2020 Aidemy, Inc. ライフワーク・趣味 l 興味や関⼼で「これやったらどうなるのかな︖」を実際にやってみる やろうと思えば、環境はいくらでも整えられる データサイエンス100本ノックを解説するYoutubeチャンネル データサイエンス100本ノックを解説するQiita データサイエンス100本ノックをやり切る会 チャンネル登録はこちらから Slackチャンネル参加は こちらから Jetson nanoをセットアップ
13.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. G検定/E資格を取得してから今までを振り返る(再掲) l Connecting the Dots 点(様々な活動)が線となり、今につながっていました 時系列で振り返る 2019年 2020年 今ここ 資格 G検定 E資格 G検定 取得 E資格 取得 E資格 取得 本・論⽂ WEB 教材 CDLE 本20冊以上、論⽂20本以上は読んだ気がする -> 後ほど紹介 Study-AI Aidemy kaggle アイデミー 転職 MS learn 仕事 データサイエンス100本ノック AI活⽤検討プロジェクトに参画 E資格試験の模擬試験作成 社内でG検定を広めつつ、AI勉強会を開催 Youtube / Qiita へ解説を投稿 合格者の会 LT会(LT側) LT会(司会側) CDLEハッカソン・勉強会 SFC 安宅さん講義動画 Jetson nanoを購⼊しセットアップ データサイエンス100本ノックを やり切る会をSlackで開設 ライフワーク 趣味
14.
© 2020 Aidemy,
Inc.© 2020 Aidemy, Inc. キーワードは ”Connecting the Dots” CDLEを最⼤限に活⽤してください︕ ご静聴ありがとうございました︕