16 weeks full time program

DATA SCIENTIST

If you like to go an advanced journey, then this is the right program for you
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COURSE FORMAT AND TIMETABLE

Full Program Outline:
  • DURATION: 16 weeks, 640h in total
  • FORMAT: online/remote
  • COURSE START: 25.04.2022
  • MENTORING: full time
  • PRICE:  € 11.200,00
Fast Track Program Outline:
  • DURATION: 4 weeks, 160h in total
  • FORMAT: online/remote
  • COURSE START: 08.08.2022
  • MENTORING: full time
  • PRICE:  € 2.800,00

DLC4-Data Scientist
(16 Weeks-Full Time, online/remote)

Do you love to ask questions? Critical questions? Do you like to predict what happens next? Do you like to create impact for the business, for  the society, for the world? This program is the right one for you.
This is a profession which combines the business world with IT. The data scientist is a data analyst, data engineer, a business developer, and a solution architect.

This program contains the most wanted skills which you will need  to become a Data Scientist.



WHO SHALL JOIN?

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If you are driven by social-justice, are curious, and have common sense, you are the right candidate.

All women, with or without technical background; who have an interest in stepping into the wonderful world of tech jobs. Learning to code is the first step to this world and with this course, you will have a powerful introduction to Python which is an easy and high demand coding language.

Prerequisites:

For Data Scientist Full Program
(16 weeks)
If you joined our DLC1- Prep for AI-Jobs, DLC2-Data Analyst and DLC3-Data Engineer, you are qualified at best to join this program.
For Fast Track Data Scientist Program (4 weeks)
If want to jump in now and learn Data Science skills with us, you need to have skills in the following subjects to be qualified for fast track DLC4-Data Scientist Program:
  • Python
  • Maths & Stats for Data Science
  • Github
  • Cloud Computing
  • Big Data
  • Relational Database
  • SQL / NoSQL
  • Querying, jQuery, Matlab
  • MS Excel / Power BI
  • Tableau
  • Dashboarding
  • Data Visualization
  • Data Warehousing
  • Spark Java
  • Hadoop
  • Hive
  • Scala
  • DevOPS
  • Redshift
  • Azure
  • Apache

WHAT DOES A DATA ANALYST DO?

 Data scientists examine which questions need answering and where to find the related data. They have business acumen and analytical skills as well as the ability to mine, clean, and present data. Businesses use data scientists to source, manage, and analyze large amounts of unstructured data.

Domains? Data Analysts can work in many industries, including business, finance, criminal justice, science, medicine, and government.

Salary? Data Scientist has become one of the most highly-in-demand jobs around the world. As a result, a Data Scientist salary is significantly higher than other software related professionals.

At its core, data science is all about getting data for analysis to produce meaningful and useful insights. The data can be further applied to provide value for machine learning, data stream analysis, business intelligence, or any other type of analytics.

COURSE PROGRAMME

You have two learning paths:
  • Starting from stracht- joining in our DLC1- Prep for AI-Jobs, DLC2- Data Analyst, DLC3-Data Engineer and following with DLC4-Data Scientist
  • If you have the prerequisites you can start with Week13- Introduction to Data Scientist

DLC1- Prep for AI-Jobs

Week-1
  • Introduction to AI
  • Maths & Calculus
  • Statistics for Data Science
    • Week-2
    • Operating Systems
    • Big Data Management
    • Cloud Computing
    • Working with Github
    Week-3
    • Python for Data Science
    Week-4
    • Python for Data Science

    DLC2- Data Analyst

    Week-5
    • Introduction to Data Analytics
    • Relational Database
    • SQL / NoSQL
    • Querying, jQuery
    • Matlab
    Week-6
    • MS Excel
    • Power BI
    • Tableau
    Week-7
    • Dashboarding
    • Data Visualisation
    Week-8
    • Data Warehousing
    • Project Reviews
    • Program Closure

    DLC3- Data Engineer

    Week-9
    • Spark
    • Java
    • Hadoop
    • Hive
    • Scala
    Week-10
    • DevOPS
    Week-11
    • Redshift
    • Azure
    • Apache
    Week-12
    • Machine Learning
    • Project Reviews
    • Program Closure

    DLC4- Data Scientist- Fast Track Program (4 Weeks)

    Week-13
    • TensorFlow, Keras
    • NLP
    • Computer Vision
    Week-14
    • Deep Learning
    • Neural Networks
    Week-15
    • Model Deployment
    • Recommendation Systems
    Week-16
    • Social Media Mining
    • Project Reviews
    • Program Closure

    NEXT PROGRAM STARTS

    DLC4-Data Scientist

    DLC4-2022-DS1

    Full Program: 25.04.2022
    Fast Track Program: 08.08.2022

    DLC4-2022-DS2

    Full Program: 13.06.2022
    Fast Track Program: 26.09.2022

    DLC4-2022-DS3

    Full Program: 01.08.2022
    Fast Track Program: 14.11.2022

    DLC4-2022-DS4

    Full Program: 19.09.2022
    Fast Track Program: 09.01.2023
    We designed the learning programs so that you can learn skills needed for other data /ai-jobs based on the previous one.

    You can start your Data Science Program at the end of this program.
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    HOW IT WORKS

    Everything is done online and remotely. In our instructional design we considered the advantages of onsite and virtual training. We have many ways to make your learning journey an effective, efficient and joyful one.
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    We have many ways to make your learning journey an effective, efficient and joyful one:
    Daily Live Learning Sessions
    • We have daily instructor led sessions
    • It starts at 08:30 am and ends at 16:30 pm
    • You will have 4 hours knowledge acquisition  and 4 hours practice sessions
    • You will have 90 min block lessons and sufficient breaks
    • We will record and share the replays only in exceptional cases- e.g. if you are excused for the live session participation
    Ongoing mentoring support
    • We know that you might face some difficulties while learning AI-Skills. Therefore we designed the programs in a way that you can get mentoring support around the clock, from our teaching mentors and also from your peers.
    • You can get mentoring support in German or in English
    • You can post your question or concern on our online collaboration platform at any time of the day. You will get response within hours
    Projects to practice
    • Depending on your level of competence and other preferences we provide you projects where you can apply what you learn
    • At the end of the program, you will have at least 2 project works on your portfolio
    Quizzes and Assignments
    • The best way to test if we acquired sufficient knowledge is to have quizzes
    • To practice what we learned is the assignments
    AI-Jobs and Career Support
    • As we have access to many AI-employers who are in search of female talents, we do our best to provide you with those  the opportunities
    AI-Women Community
    • We know that women need help from each other. We network and cooperate with other organisations, communities around the world whom you can get access too

    NEXT STEPS

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