Table Of Content

Topology and Machine Learning A Global Map of your Data Anthony Bak (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Goals TDA Review

Description:
Outline. Part I. ▷ Problems with Big Data. ▷ Topological Summaries . or continuous. ⇒ We will not need either of these assumptions once we're in ”Data World”. Proposed Solution: Create an ensemble of cost outlier models.
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Using Topology to get a Global View of Machine Learning Problems Anthony Bak PDF

215 Pages·2014·33.97 MB·English
by  Anthony Bak
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Preview Using Topology to get a Global View of Machine Learning Problems Anthony Bak

Topology and Machine Learning A Global Map of your Data Anthony Bak (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) Caveats: I am only talking about the strain of TDA done by Ayasdi Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Outline Part I (cid:73) Problems with Big Data (cid:73) Topological Summaries (cid:73) Examples Part II (cid:73) Review (cid:73) Why Topolgy? (Big ideas with examples) (cid:73) More Examples Caveats: I am only talking about the strain of TDA done by Ayasdi Goals TDA Review

Description:
Outline. Part I. ▷ Problems with Big Data. ▷ Topological Summaries . or continuous. ⇒ We will not need either of these assumptions once we're in ”Data World”. Proposed Solution: Create an ensemble of cost outlier models.
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