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Tools
[/fusion_text][/fusion_builder_column][/fusion_builder_row][/fusion_builder_container][fusion_builder_container hundred_percent=“no“ hundred_percent_height=“no“ hundred_percent_height_scroll=“yes“ hundred_percent_height_center_content=“yes“ equal_height_columns=“no“ menu_anchor=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ status=“published“ publish_date=““ class=“fbd-container fbd-container–hero“ id=““ link_color=““ link_hover_color=““ border_size=““ border_color=““ border_style=“solid“ margin_top=“0″ margin_bottom=“0″ padding_top=““ padding_right=““ padding_bottom=““ padding_left=““ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=““ background_image=““ background_position=“center center“ background_repeat=“no-repeat“ fade=“no“ background_parallax=“none“ enable_mobile=“no“ parallax_speed=“0.3″ 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filter_opacity_hover=“100″ filter_blur_hover=“0″ last=“true“ first=“true“][fusion_imageframe image_id=“4194|full“ max_width=““ style_type=““ blur=““ stylecolor=““ hover_type=“none“ bordersize=““ bordercolor=““ borderradius=““ align=“none“ lightbox=“no“ gallery_id=““ lightbox_image=““ lightbox_image_id=““ alt=““ link=““ linktarget=“_self“ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ class=““ id=““]https://futuresbydesign.net/wp-content/uploads/2020/04/workflow.jpg[/fusion_imageframe][/fusion_builder_column][/fusion_builder_row][/fusion_builder_container][fusion_builder_container hundred_percent=“no“ hundred_percent_height=“no“ hundred_percent_height_scroll=“no“ hundred_percent_height_center_content=“yes“ equal_height_columns=“no“ menu_anchor=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ status=“published“ publish_date=““ class=“fbd-container“ id=““ link_color=““ link_hover_color=““ border_size=““ border_color=““ border_style=“solid“ margin_top=“-80px“ margin_bottom=““ padding_top=““ padding_right=““ padding_bottom=““ padding_left=““ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=“#f2f2f2″ background_image=““ background_position=“center center“ background_repeat=“no-repeat“ fade=“no“ 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Warum Tools?
[/fusion_text][/fusion_builder_column][fusion_builder_column type=“4_5″ layout=“4_5″ spacing=““ center_content=“no“ link=““ target=“_self“ min_height=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ class=““ id=““ hover_type=“none“ border_size=“0″ border_color=““ border_style=“solid“ border_position=“all“ box_shadow=“no“ box_shadow_blur=“0″ box_shadow_spread=“0″ box_shadow_color=““ box_shadow_style=““ background_type=“single“ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=““ background_image=““ background_image_id=““ background_position=“left top“ background_repeat=“no-repeat“ background_blend_mode=“none“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_type=“regular“ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ first=“false“ last=“true“ margin_bottom=“0px“ margin_top=“39px“][fusion_builder_row_inner][fusion_builder_column_inner type=“1_1″ layout=“1_2″ spacing=““ center_content=“no“ hover_type=“none“ link=““ target=“_self“ min_height=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ class=““ id=““ border_size=“0″ border_color=““ border_style=“solid“ border_position=“all“ box_shadow=“no“ box_shadow_blur=“0″ box_shadow_spread=“0″ box_shadow_color=““ box_shadow_style=““ background_type=“single“ background_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_image=““ background_position=“left top“ background_repeat=“no-repeat“ background_blend_mode=“none“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_type=“regular“ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ first=“true“ last=“true“][fusion_text columns=““ column_min_width=““ column_spacing=““ rule_style=“default“ rule_size=““ rule_color=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ class=““ id=““ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““]
Im Projekt Futures By Design arbeiten wir zusammen an unterschiedlichen Tools und Formaten, mit denen wir Organisationen unterstützen können. Ziel ist es, die teilnehmenden KMU bei ihrem nächsten Schritt zum datengetriebenen Arbeiten zu unterstützen. Die entwickelten Tools helfen dabei, die gegenwärtige Situation zu erfassen, Probleme zu definieren und neue Möglichkeiten zu entdecken.
Jedes Tool hat seinen eigenen Mehrwert und ist in unterschiedlichen Phasen datengetriebenen Arbeitens hilfreich. Es ist sinnvoll, den Reifegrad Ihrer Organisation in Bezug auf Daten zu kennen, bevor Sie mit einem Projekt beginnen. Nachfolgend finden Sie die empfohlene Reihenfolge, in der die Tools am besten genutzt werden können, um den größten Wert aus ihnen zu ziehen*.
Derzeit sind wir dabei, weitere Tools zu entwickeln. Behalten Sie unsere Website im Auge!
* Einige KMU benötigen möglicherweise nicht alle Schritte oder eine andere Reihenfolge. Abweichungen sind in Absprache mit dem jeweiligen Partner möglich.
[/fusion_text][/fusion_builder_column_inner][/fusion_builder_row_inner][/fusion_builder_column][/fusion_builder_row][/fusion_builder_container][fusion_builder_container hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ status=“published“ publish_date=““ hundred_percent=“no“ hundred_percent_height=“no“ hundred_percent_height_scroll=“no“ hundred_percent_height_center_content=“yes“ equal_height_columns=“no“ menu_anchor=““ class=“fbd-container“ id=““ link_color=““ link_hover_color=““ border_size=““ border_color=““ border_style=“solid“ margin_top=“0px“ margin_bottom=“0px“ padding_top=““ padding_right=““ padding_bottom=““ padding_left=““ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=“#008a9b“ background_image=““ background_position=“center center“ background_repeat=“no-repeat“ fade=“no“ background_parallax=“none“ 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Data Jumpstart
Dieser Scan besteht aus einem Set von 40 Fragen, die auf verschiedene Aspekte der Datenreife eingehen. So beleuchten wir unter anderem die Infrastruktur, Tools und die Organisationskultur. Jeder Betrieb, der mit der FBD-Datenreise startet, füllt diesen Scan aus. Wenn der Data Jumpstart ausgefüllt ist, sind wir für Sie am Zug. Sie erhalten einen Bericht, worin wir die Ergebnisse aufschlüsseln und gegenüber einer Referenzgruppe einordnen.[/fusion_text][fusion_button link=“https://futuresbydesign.net/signup/“ text_transform=““ title=““ target=“_self“ link_attributes=““ alignment=““ modal=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ class=“fbd-btn“ id=““ color=“custom“ button_gradient_top_color=“#f2f2f2″ button_gradient_bottom_color=“#f2f2f2″ button_gradient_top_color_hover=“#1d1d1d“ button_gradient_bottom_color_hover=“#1d1d1d“ accent_color=“#1d1d1d“ accent_hover_color=““ type=““ bevel_color=““ border_width=““ border_radius=““ border_color=““ border_hover_color=““ size=““ stretch=“no“ icon=““ icon_position=“right“ icon_divider=“no“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““]Machen Sie nun den Data Jumpstart[/fusion_button][/fusion_builder_column][fusion_builder_column type=“3_5″ layout=“3_5″ link=““ target=“_self“ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ background_image_id=““ spacing=“4%“ center_content=“yes“ min_height=“none“ class=““ id=““ hover_type=“none“ border_size=“0″ border_color=““ border_style=“solid“ border_position=“all“ border_radius_top_left=““ border_radius_top_right=““ border_radius_bottom_right=““ border_radius_bottom_left=““ box_shadow=“no“ box_shadow_vertical=““ box_shadow_horizontal=““ box_shadow_blur=“0″ box_shadow_spread=“0″ box_shadow_color=““ box_shadow_style=““ padding_top=““ padding_right=““ padding_bottom=““ padding_left=““ margin_top=“24px“ margin_bottom=“24px“ background_type=“single“ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=““ background_image=““ background_position=“left top“ background_repeat=“no-repeat“ background_blend_mode=“none“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_type=“regular“ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ last=“false“ first=“true“][fusion_text columns=““ column_min_width=““ column_spacing=““ rule_style=“default“ rule_size=““ rule_color=““ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ class=““ id=““ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““]
Data Brainwave
Der Data Brainwave ist ein Hilfsmittel, mit dem ein Unternehmen konkrete und realisierbare Projekte auf dem Gebiet der Datenanalyse identifizieren kann. Durch das Ausfüllen der zwöf Felder des Canvas wir deutlich, wo die Chancen und Herausforderungen hinsichtlich des datenbasierten Arbeitens liegen. Der ausgefüllte Canvas gibt einem Experten die benötigten Informationen, um schließlich zu einem konkreten Projekt zu kommen.
Im Data Brainwave wird unterschieden zwischen drei Hauptkategorien:
- Wissensinfrastruktur
Das Maß, in dem momentan unterschiedliche Software, Expertise im Haus oder die Zusammenarbeit mit IT-Experten genutzt wird.
- Projektvoraussetzungen
Im Vorhinein eines Projekts muss über das Commitment auf verschiedenen Ebenen, das verfügbare Budget und die regulatorischen Rahmenbedingungen nachgedacht werden.
- Erwartungsmanagement
Durch das Hinweisen auf erwartbare Resultate und laufende Herausforderungen steigen die Erfolgschancen des Projekts.
Die zwölf Themenfelder des Canvas wurden auf Basis von mehr als 50 Data Science-Projekten und wissenschaftlichen Untersuchungen festgelegt. Daraus geht hervor, dass es für Unternehmen schwierig ist, mit einem Datenprojekt zu beginnen. Dieser Data Brainwave ist daher auch als eigenständiges Hilfsmittel zu nutzen. Einige Partner bieten allerdings auch die Möglichkeit, zusammen den Canvas auszufüllen. Fragen Sie den für Sie zuständigen Projektpartner nach mehr Informationen!
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Data Booster
Der Data Booster wurde entwickelt, um die Ergebnisse des Data Brainwave und Data Jumpstart in Aktionen umzusetzen. Dabei wird eine Beratungs-Session mit einem der Projektpartner organisiert. Die Einsichten, die durch die verschiedenen Tools gewonnen wurden, werden besprochen und für die Entwicklung eines nächsten Schritts genutzt. Während dieser Session wird unter anderem geschaut, was Ihr Unternehmen noch braucht, um zum formulierten Ziel zu kommen. Nach dieser Session kann das Unternehmen oder eine beauftragte Partei direkt mit einem Projekt starten. In einigen Fällen kann der Projektpartner auch bei der Ausführung des Projekts unterstützen.
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Data Exploration
Viele KMU sind bisher nicht mit der Qualität ihrer Daten vertraut. Der Data Jumpstart zeigt, wo die Organisation in Bezug auf Datennutzung steht. Dazu gehört auch die Datenqualität. So kann es zum Beispiel viele leere Werte in bestimmten Spalten geben oder eine negative Zahl für einen Rechnungsbetrag. Das Data Exploration-Tool wurde entwickelt, um als Organisation zu bestimmen, an welchen Stellen die Datenqualität erhöht werden kann. 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[ps2id id=’labeling-tool‘ target=“/]
Data Ethics Tool
Das Data Project Ethics Assessment (DPEA) wurde als Tool zur Entscheidungsfindung konzipiert, um Studierenden, Praktikern und Unternehmern dabei zu helfen, mit einem Data Science-Projekt zu beginnen. Das DPEA besteht aus einer Reihe an Fragen, die einige, aber sicher nicht alle wichtigen ethischen Überlegungen betreffen. Durch das Ausfüllen des Dokuments ergibt sich ein globales Bild der ethischen Auswirkungen des Projekts. Dies kann die Entscheidung für oder gegen den Start eines Projekts bzw. für bestimmte Änderungen am Projekt beeinflussen.[/fusion_text][/fusion_builder_column][fusion_builder_column type=“2_5″ layout=“2_5″ link=““ target=“_self“ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ background_image_id=““ spacing=““ center_content=“yes“ min_height=“none“ class=““ id=““ hover_type=“none“ border_size=“0″ border_color=“#ffffff“ border_style=“solid“ border_position=“all“ border_radius_top_left=““ border_radius_top_right=““ border_radius_bottom_right=““ border_radius_bottom_left=““ box_shadow=“no“ box_shadow_vertical=““ box_shadow_horizontal=““ box_shadow_blur=“0″ box_shadow_spread=“0″ box_shadow_color=““ box_shadow_style=““ padding_top=““ padding_right=““ padding_bottom=““ padding_left=““ margin_top=“24px“ margin_bottom=“24px“ background_type=“single“ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_color=““ background_image=““ background_position=“left top“ background_repeat=“no-repeat“ background_blend_mode=“none“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_type=“regular“ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ last=“true“ first=“false“][fusion_builder_row_inner][fusion_builder_column_inner type=“1_1″ layout=“1_1″ hover_type=“none“ link=““ target=“_self“ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ spacing=““ center_content=“no“ min_height=““ class=““ id=““ border_size=“2″ border_color=“#ffffff“ border_style=“solid“ border_position=“all“ border_radius_top_left=““ border_radius_top_right=““ border_radius_bottom_right=““ border_radius_bottom_left=““ box_shadow=“no“ box_shadow_vertical=““ box_shadow_horizontal=““ box_shadow_blur=“0″ box_shadow_spread=“0″ box_shadow_color=““ box_shadow_style=““ padding_top=“64″ padding_right=““ padding_bottom=“64″ padding_left=““ margin_top=““ margin_bottom=““ background_type=“single“ background_color=““ gradient_start_color=““ gradient_end_color=““ gradient_start_position=“0″ gradient_end_position=“100″ gradient_type=“linear“ radial_direction=“center center“ linear_angle=“180″ background_image=““ background_position=“left top“ background_repeat=“no-repeat“ background_blend_mode=“none“ animation_type=““ animation_direction=“left“ animation_speed=“0.3″ animation_offset=““ filter_type=“regular“ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ last=“true“ first=“true“][fusion_imageframe image_id=“4224|full“ max_width=“212px“ style_type=““ blur=““ stylecolor=““ hover_type=“none“ bordersize=“0″ bordercolor=“#ffffff“ borderradius=““ align=“center“ lightbox=“no“ gallery_id=““ lightbox_image=““ lightbox_image_id=““ alt=““ link=““ linktarget=“_self“ hide_on_mobile=“small-visibility,medium-visibility,large-visibility“ animation_type=““ animation_direction=“left“ animation_speed=“0.5″ animation_offset=““ filter_hue=“0″ filter_saturation=“100″ filter_brightness=“100″ filter_contrast=“100″ filter_invert=“0″ filter_sepia=“0″ filter_opacity=“100″ filter_blur=“0″ filter_hue_hover=“0″ filter_saturation_hover=“100″ filter_brightness_hover=“100″ filter_contrast_hover=“100″ filter_invert_hover=“0″ filter_sepia_hover=“0″ filter_opacity_hover=“100″ filter_blur_hover=“0″ class=““ id=““]https://futuresbydesign.net/wp-content/uploads/2020/04/03_icon@2x.png[/fusion_imageframe][/fusion_builder_column_inner][/fusion_builder_row_inner][/fusion_builder_column][/fusion_builder_row][/fusion_builder_container][fusion_global id=“417″]