Nanodegree-Programm

Predictive Analytics

Lerne, Daten zu lesen und zur Grundlage künftiger Entscheidungen zu machen!

Immer mehr Unternehmen richten ihre Strategie nach prediktiven Analysen und Methoden aus. Die Nachfrage nach Fachkräften, die datengetrieben und somit zukunftsrelevant entscheiden können, steigt rapide. In diesem Kurs lernst du Fähigkeiten und Werkzeuge zur Prozessoptimierung. Programmierkenntnisse sind nicht erforderlich!

Bis 7. August anmelden!

  • Kursdauer
    3 Monate

    Lerne 10 Stunden/Woche, um in 3 Monaten abzuschließen

  • Kursbeginn
    7. August 2018
  • Voraussetzungen
    Algebra, Statistik & Excel

    Detaillierte Voraussetzungen ansehen

  • Sprache
    Englisch

    Lernmaterialien und Kurskommunikation in englischer Sprache

In Zusammenarbeit Mit
  • Alteryx
  • Tableau

Was spricht für dieses Business Analyst Nanodegree-Programm?

Vor einigen Jahren trackte die Bank of America vorübergehend Laufwege und Gespräche ihrer MitarbeiterInnen. Resultat: Am besten performten kleine Teams, die oft persönlich interagieren. Die Bank schuf Anreize, um diese Abläufe zu begünstigen, mit Erfolg: Die Produktivität stieg um mehr als zehn Prozent.

Geschäftsprozessmodellierung bedeutet in diesem Fall: Unternehmen können ganze Prozessketten durch Big Data effizienter gestalten. Nur muss es Experten geben, die Problemstellungen mit Daten wissenschaftlich angehen: Business Analysten. Unser Nanodegree-Programm bereitet dich auf diese Karriere vor. Du lernst Alteryx (zur Datenanalyse), Tableau (zur Datenvisualisierung) und eine Vielzahl prediktiver Methoden kennen. Unternehmen verschiedenster Branchen werden von dir und deinem Training in Business Analytics profitieren.


Was spricht für dieses Business Analyst Nanodegree-Programm?

Studien zufolge wird der globale Business Analytics Markt bis 2022 $71.1 billion Umsatz erreichen!

Advanced Analytics Without Programming

Advanced Analytics Without Programming

Business analysts equipped with the latest analytical techniques bring tremendous value to an organization, enabling companies to take action with confidence. Through this program, you'll build proficiency in business intelligence and predictive analytics, and you won't need programming experience to do it!

Real-world Projects World-Class Curriculum

Real-world Projects World-Class Curriculum

We've partnered with leading companies to build a world-class curriculum that includes working on real-world, business analytics projects. Each project is an opportunity to approach a common business problem, analyze the data, and provide a recommended solution.

Wunschkarriere wartet!

Dieses Nanodegree-Programm für prediktive Analyse soll deinen langfristigen Erfolg in diversen Branchen sichern. Die Fähigkeiten, die du hier lernst, lassen sich direkt in zahlreichen Jobs anwenden, du kannst jedem Unternehmen in der Prozessoptimierung weiterhelfen. Auf dem Weg dahin unterstützten wir dich bei der Suche nach deinen Wunschaufgaben.Wir haben ein Programm entwickelt, das dich auf deine Karriere in der Prozessoptimierung vorbereitet.

Triff unsere JobpartnerUnsere Jobpartner

Udacity will Lernen direkt und sinnvoll mit Karrierechancen verknüpfen. Deshalb kooperieren wir mit über 50 Branchengrößen wie Bosch, Bertelsmann oder ZEISS. Dieser Austausch gibt wertvolle Einblicke für die Jobpartner und euch als AbsolventInnen, etwa wie ihr euch passgenau bewerbt.Brancheneindrücke und passgenaue Bewerbung

Beeindrucke RecruiterBeeindrucke Recruiter

Karriereexperten unterstützen dich für eine erfolgreiche Jobsuche. Sie prüfen eingehend deine Bewerbungen und deine Profile bei LinkedIn oder GitHub, damit Personalchefs und Recruiter nicht mehr dran vorbeikommen, dich einzuladen.Dank unserer Karriereexperten beeindruckst du künftige Arbeitgeber.

Gründe dein berufliches NetzwerkGründe dein berufliches Netzwerk

Über 40.000 andere Absolventen bedeuten auch neue Karierremöglichkeiten. Vielleicht ist einer deiner Mitlernenden deine neue Kollegin oder ein künftiger Chef? Profitiere von Udacitys globaler Community!Profitiere von Udacitys globaler Community!

Was du lernst

Kursplan herunterladen
Lehrplan

Lerne prediktive Analyse

Lerne die wichtigsten Methoden und Werkzeuge der Prozessoptimierung und wende sie in praxisnahen Projekten an.

Lerne die wichtigsten Methoden und Werkzeuge der Prozessoptimierung und wende sie in praxisnahen Projekten an.

Weniger anzeigen

Dauer: 3 Monate

Voraussetzungen

Lernende sollten sich auf Algebra, deskriptive Statistik und die Arbeit mit Excel verstehen. Erfahrung mit SQL und Tableau ist von Vorteil, aber keine Voraussetzung zur Teilnahme.  Detaillierte Voraussetzungen ansehen

  • Problem Solving with Advanced Analytics

    In this course, we give you a framework to help you organize and plan your analytical approach. We also introduce both simple Linear Regression and Multiple Linear Regression.

    Wie hoch ist der Umsatz?
  • Data Wrangling

    Data Wrangling is at the core of all data activity. In this course you learn how to work with different data types,dirty data, and outliers. You will also learn how to reformat data and join data from different sources together.

    Wo ist die optimale Location?
  • Classification Models

    Classification models are a powerful tool for business analyst. In this course, you learn more about binary and non-binary classification models and how to use them to drive business insights.

    Wie hoch ist das Kreditausfallrisiko?
  • A/B Testing

    Helping businesses make the best decisions is an essential part of Business Analysis. Planning and executing the analysis of an AB test allow you to provide confident recommendations. In this course, you learn how to create, execute, and analyze an AB test.

    Wie nutze ich A/B-Tests?
  • Time Series Forecasting

    Time Series Forecasting is a powerful analytical tool. In this course, you learn how ETS and ARIMA models are used to forecast data and how they deal with trends and seasonality. These skills will be evaluated in the final project.

  • Segmentation and Clustering

    Segmentation and Clustering are effective methods for finding patterns in your data. In this course, you learn how to prepare data to be clustered appropriately and interpret results.

    Wie kombiniere ich Vorhersagetechniken?

“The combination of software platforms like Alteryx and education platforms like Udacity amplify human intelligence. This program helps analysts know what kinds of questions to ask and what models to build. It elevates careers and provides people with an economic backbone that they can take to the bank.”

— Dean Stoker, CEO, Alteryx

Von und mit den Besten lernen

Patrick Nussbaumer
Patrick Nussbaumer

Tutor

Patrick Nussbaumer is Technical Activation Director at Alteryx, Inc. Prior to Alteryx, Patrick has spent the past 20 years in a variety of roles focused on data analysis, telecommunications, and financial services industries.

Ben Burkholder
Ben Burkholder

Tutor

Ben Burkholder is a senior solution engineer at Alteryx, Inc. In this role he works extensively with clients to help develop plans to solve complex business problems around data preparation, geospatial analysis, and predictive analytics.

Maureen Wolfson
Maureen Wolfson

Tutorin

Maureen Wolfson is a Solution Engineer at Alteryx, Inc. She has more than 20 years of data analysis expertise specializing in data, customer and geospatial analysis.

Rod Light
Rod Light

Tutor

Rod Light is a Solutions Engineer Practice Lead at Alteryx, where he helps customers and prospects design data analytics solutions for their businesses using Alteryx.

Tony Moses
Tony Moses

Tutor

Tony Moses is a Solutions Engineer at Alteryx, Inc. He works with customers to help develop plans to solve complex business problems around data preparation, geospatial analysis and predictive analytics.



Business Analyst Nanodegree-Programm

Daten lesen, Entscheidungen treffen

Program Details

    Program Overview - Why Should I Take this Program?
  • Why should I enroll?
    This Nanodegree program offers you the opportunity to master analytical skills valued by top employers, while establishing a portfolio of work demonstrating your ability to solve business problems. After graduating, you will have the skills needed to join a large corporation or a small firm, or even go independent as a freelance business analyst.
  • What jobs will this program prepare me for?
    As a graduate of this program, you will be well prepared to fill a wide array of business analyst roles. These include: Business analyst, Business Intelligence Analyst, Market Analyst, Data Analyst, Business Systems Analyst, Product Manager, System Analyst and Management Consultant.
  • How do I know if this program is right for me?
    Data is a transformational force in every business and analysis of data has become a mandatory skill to have to provide value in any organization. If you're interested in fields such as Business Analytics, Forecasting, Classification, and Data Wrangling this course is the perfect course to take. It provides excellent content to first teach you the skills, you will be connected with a mentor, and you will have the opportunity to complete challenging projects that will demonstrate your new knowledge.
  • What is the difference between the Data Analyst Nanodegree program and the Predictive Analytics for Business Nanodegree program?

    The Predictive Analytics for Business Nanodegree program focuses on using predictive analytics to support decision making, and does not go into coding like the Data Analyst Nanodegree program does. You will use software tools (Alteryx and Tableau) rather than open source programming languages. This Nanodegree program also spends more time exploring predictive analytics, and less time on topics like statistics, data wrangling, and data visualization.

    The Data Analyst Nanodegree program requires coding experience and deeper statistics knowledge. It dives further into data wrangling and analytics using Python and SQL. Because data analysts are expected to do a lot more data cleaning, model making, and data processing, this Nanodegree program is accordingly more technical than the Predictive Analytics for Business Nanodegree program.

    Enrollment and Admission
  • Do I need to apply? What are the admission criteria?
    No. This Nanodegree program accepts all applicants regardless of experience and specific background.
  • What are the prerequisites for enrollment?
    We expect students to have basic statistics and math knowledge, including familiarity with descriptive and inferential statistics. Students should also be familiar with basic algebra in order to understand the mathematical models that will be presented in the Nanodegree program.
  • If I do not meet the requirements to enroll, what should I do?
    We have a number of Nanodegree programs and free courses that can help you prepare, including:
    Program Structure
  • How is this Nanodegree program structured?
    The program is comprised of one three (3) -month term with fixed start and end dates. Students must successfully complete all assigned projects by the end date for each term to graduate. There are five projects total, which give you an opportunity to apply the skills you've learned in the lessons.

    Each project will be reviewed by the Udacity reviewer network and platform. Feedback will be provided and if you do not pass the project, you will be asked to resubmit the project until it passes.
  • How long is this Nanodegree program?

    Access to this Nanodegree program runs for the period noted in the Term length section above.

    See the Terms of Use and FAQs for other policies around the terms of access to our Nanodegree programs.

  • Can I switch my start date? Can I get a refund?
    Please see the Udacity Nanodegree program FAQs found here for policies on enrollment in our programs.
  • I have graduated from this program but I want to keep learning. Where should I go from here?
    You can enroll in our Data Analyst Nanodegree program to take the concepts you have learned in Predictive Analytics for Business and apply them using Python. Learning these concepts at a deeper level with coding will not only enhance your knowledge, it will enhance your hireability as an analyst.
    Software and Hardware - What Do I Need for This Program?
  • What software and versions will I need in this program?
    For this Nanodegree program you will need a computer, Internet, Windows Operating System, and a 64 bit computer.

Predictive Analytics

Lerne, Daten zu lesen und zur Grundlage künftiger Entscheidungen zu machen!