Programming and IT basics

Code Yourself! An Introduction to Programming
Deutsche Telekom Software Development Basic Explorer Journey

W1 Code Yourself! An Introduction to Programming
W2 Introduction to HTML5
W3 Introduction to CSS3
W4 Interactivity with JavaScript

Internet History, Technology, and Security
Google IT Support professional certificate

Techical support fundamentals
The Bits and Bytes of Computer Networking
Operating Systems and You - Becoming a Power User
System Administration and IT Infrastructure Services
IT Security Defense against the digital dark arts

Fundamentals of Computing Specialization

An Introduction to Interactive Programming in Python (Part 1)
An Introduction to Interactive Programming in Python (Part 2)
Principles of Computing (Part 1)
Principles of Computing (Part 2)
Algorithmic Thinking (Part 1)
Algorithmic Thinking (Part 2)

Deutsche Telekom Cloud Basics Explorer Journey

W1 Introduction to Cloud: Differentiate between Cloud, DevOps and IoT
W2 Types of services and deployment models in the Cloud
W3 Overview of Cloud infrastructure
W4 Security in the Cloud
W5 Key Cloud service providers
W6 Cloud in the Business

Deutsche Telekom DevOps Basics Explorer Journey

W1 Introduction to DevOps
W2 DevOps Toolchain
W3 Working DevOps
W4 DevOps Practices & Tools
W5 Measuring DevOps
W6 Case Studies in DevOps

Web design (HTML, CSS, Javascript, JQUERY)

Web Design for Everybody, Basics of Web Development and Coding Specialization

Introduction to HTML5
Introduction to CSS3
Interactivity with JavaScript
Principles of Computing (Part 2)
Advanced Styling with Responsive Design
Web Design for Everybody Capstone

Responsive Website Development and Design Specialization

Responsive Website Basics: Code with HTML, CSS, and JavaScript
Responsive Web Design
Interactivity with JavaScript
Introduction to Meteor.js Development
Web Application Development with JavaScript and MongoDB
Responsive Website Tutorial and Examples
Responsive Website Development and Design Capstone

JavaScript for Beginners Specialization

JavaScript Basics
Animation with JavaScript and jQuery
Interactivity with JavaScript and jQuery
Data Manipulation in JavaScript

Build Website with HTML, JavaScript, AngularJS, and React Specialization

Build a Webpage with HTML and CSS
JavaScript for Web Development
Libraries and Frameworks for Frontend Development

IBM Front-End Developer Professional Certificate

Introduction to Software Engineering
Introduction to Web Development with HTML, CSS, JavaScript
Getting Started with Git and GitHub
Developing Cloud Native Applications
Developing Front-End Apps with React
Designing User Interfaces and Experiences (UI/UX)
Intermediate Web and Front-End Development
Front-End Development Capstone Project

Web applications (PHP, SQL, JSON)

Web Applications for Everybody Specialization

Building Web Applications in PHP
Introduction to Structured Query Language (SQL)
Building Database Applications in PHP
JavaScript, jQuery, and JSON

IBM Full Stack Software Developer Specialization

Introduction to Cloud Computing
Introduction to Web Development with HTML, CSS, JavaScript
Getting Started with Git and GitHub
Developing Front-End Apps with React
Developing Back-End Apps with Node.js and Express
Python for Data Science, AI & Development
Python Project for AI & Application Development
Developing Applications with SQL, Databases, and Django
Introduction to Containers w/ Docker, Kubernetes & OpenShift
Application Development using Microservices and Serverless
Full Stack Cloud Development Capstone Project
Full Stack Software Developer Assessment

Python

Python 101 - Develop Your First Python Program
Python 3 Programming Specialization

Python Basics
Python Functions, Files, Dictionaries
Data Collection and Processing with Python
Python Classes and Inheritance
Python Project: pillow, tesseract, and opencv

Python for Everybody Specialization

Programming for Everybody (Getting Started with Python)
Python Data Structures
Using Python to Access Web Data
Using Databases with Python
Capstone Retrieving, Processing, and Visualizing

Google IT Automation with Python Professional Certificate

Crash course on python
Using Python to Interact with the Operating
Introduction to Git and GitHub
Troubleshooting and Debugging Techniques
Configuration Management and the Cloud
Automating Real-World Tasks with Python

Introduction to Scripting in Python Specialization

Python Programming Essentials
Python Data Representations
Python Data Analysis
Python Data Visualization

C, C++

Coding for Everyone: C and C++ Specialization

C for Everyone: Programming Fundamentals
C for Everyone: Structured Programming
C++ For C Programmers, Part A
C++ For C Programmers, Part B

Java

Java Programming and Software Engineering Fundamentals Specialization

Programming Foundations with JavaScript, HTML and CSS
Java Programming: Solving Problems with Software
Java Programming: Arrays, Lists, and Structured Data
Java Programming: Principles of Software Design
Java Programming: Build a Recommendation System

Data Analytics

Deutsche Telekom Data Analytics Basics Explorer Journey

W1 Analytics Literacy for Business Professionals & Business Analyst Overview
W2 Data analyst using excel features
W3 Getting Started with Power BI
W4 Visualizing & Merging Data in Power BI
W5 Data and Analysis in the Real World
W6 Analytical Tools
W7 Introduction to data bases & intro to SQL/Data Extraction Using SQL
W8 SQL Selecting, Ordering, & Filtering
W9 Real World Analytical Organizations
W10 Visualization & Storytelling

Introduction to Data Analytics for Business
IBM Data Analyst Professional Certificate

Introduction to Data Analytics
Excel Basics for Data Analysis
Data Visualization and Dashboards with Excel and Cognos
Python for Data Science, AI & Development
Python Project for Data Science
Databases and SQL for Data Science with Python
Data Analysis with Python
Data Visualization with Python
IBM Data Analyst Capstone Project

Excel, VBA for Creative Problem Solving Specialization

VBA for Creative Problem Solving, Part 1
VBA for Creative Problem Solving, Part 2
VBA for Creative Problem Solving, Part 3

Data Engineering

Deutsche Telekom Data Engineering with Python

W1 Data Engineering and its Ecosystem
W2 Data Engineering Lifecycle, Career, and Application
W3 Python as a Calculator & Functions
W4 Logic and Conditionals
W5 Python Modules
W6 Installing PHP and SQL
W7 Intro to SQL
W8 Database-Design
W9 Many-to-Many
W10 Intro to Linux
W11 Intro to Linux Commands
W12 Intro to Shell-Scripting
W13 Final Project and Exam
W14 Data Processing, ETL and Pipelines: Tools & Techniques
W15 Data Pipelines with Airflow
W16 Streaming Pipelines using Kafka
W17 Final Assignment
W18 Big Data & the Hadoop Ecosystem
W19 Apache Spark, DataFrames& Spark SQL
W20 Spark -Development and Runtime Environment Options
W20 Spark -Development and Runtime Environment Options2
W22 Monitoring & Tuning

Hadoop Platform and Application Framework
IBM Data Warehouse Engineer Professional Certificate

Introduction to Data Engineering
Introduction to Relational Databases (RDBMS)
Databases and SQL for Data Science with Python
Hands-on Introduction to Linux Commands and Shell Scripting
Relational Database Administration (DBA)
ETL and Data Pipelines with Shell, Airflow and Kafka
Getting Started with Data Warehousing and BI Analytics

Data Science

Deutsche Telekom Data Science with Python

W1 Intro to Data Science
W2 Python as a calculator
W3 Functions and Variables in Python
W4 Logic and Conditionals in Python
W5 Python Modules Practice Project
W6 Importing Data Sets
W7 Data Wrangling Basic Statistics
W8 Exploratory Data Analysis: Regression
W9 Model Development
W10 Selecting & Retrieving Data with SQL
W11 Filtering, Sorting & Calculating Data with SQL
W12 Subqueries & JOINs in SQL
W13 Modifying and Analyzing Data with SQL
W14 Intro to Data Visualization Tools (Matplotlib)
W15 Advanced Visualizations and Geospatial Data
W16 Creating Dashboards with Plotly and Dash
W17 Final Data Visualization Project
W18 Intro to Machine Learning Regression
W19 Classification
W20 Clustering
W21 Recommender Systems
W22 Final Project in Machine Learning

Applied Data Science with Python Specialization

Introduction to Data Science in Python
Applied Plotting, Charting & Data Representation in Python
Applied Machine Learning in Python
Applied Text Mining in Python
Applied Social Network Analysis in Python

Statistics with Python Specialization

Understanding and Visualizing Data with Python
Inferential Statistical Analysis with Python
Fitting Statistical Models to Data with Python

IBM Data Science Professional Certificate

What is Data Science?
Tools for Data Science
Data Science Methodology
Python for Data Science, AI & Development
Python Project for Data Science
Databases and SQL for Data Science with Python
Data Analysis with Python
Data Visualization with Python
Machine Learning with Python
Applied Data Science Capstone

Learn SQL Basics for Data Science Specialization

SQL for Data Science
Data Wrangling, Analysis and AB Testing with SQL
Distributed Computing with Spark SQL
SQL for Data Science Capstone Project

Power BI

Power BI - DA 100 Analyzing Data with Power BI
Power BI - PL-300 Microsoft Power BI Data Analyst
PowerBI Report Development Crash Course
Get, Shape, Combine and Merge the datasets using Power BI
Getting Started with Power BI Desktop
Deutsche Telekom Data Visualization with Power BI Good to Great Upskilling

W1 Into to Power BI & preparing the data
W2 Data Modeling
W3 Preparing Data for Visualization using DAX
W4 Preparing Data for Visualization using DAX
W5 Advanced modeling
W6 Visualization types intro
W7 Creating Dashboards
W8 Creating Reports
W9 Advanced Analytics features
W10 Publishing reports & Storytelling

AI

Deutsche Telekom Artificial Intelligence Basics Explorer Journey

W1 Intro to AI, Building AI Projects
W2 Building AI Projects in a Business Set Up, AI in Society
W3 Importance of Big Data for AI
W4 Fundamentals of Python for Machine Learning
W5 Intro to Machine Learning
W6 Linear Regression
W7 Classification
W8 Clustering
W9 Building a system for Recommending Products
W10 Intro to Deep Learning

AI For Everyone
Machine Learning Introduction for Everyone
AI Foundations For Everyone Specialization

Introduction to Artificial Intelligence(AI)
Getting Started with AI using IBM Watson
Building AI Powered Chatbots Without Programming

Machine Learning Specialization

Machine Learning Foundations: A Case Study Approach
Machine Learning: Regression
Machine Learning: Classification
Clustering & Retrieval

Deutsche Telekom Machine Learning Foundations with Python Explorer Journey

W1 Critical Elements for ML Problem Solving
W2 Intro to Python
W3 Intro to Machine Learning
W4 Types of ML
W5 Supervised VS Unsupervised Learning
W6 ML in Action

Deutsche Telekom Gen AI Basics Explorer Journey

W1 What is Generative AI?
W2 Generative AI Tools
W3 Introduction to Chat GPT
W4 Business Use cases
W5 Looking forward into the future with GenAI

Digital Marketing

Digital media and Marketing principles
Deutsche Telekom Digital Marketing Basics Explorer Journey

W1 Intro to Marketing
W2 Marketing Strategy
W3 Branding
W4 CX & Social Media
W5 Marketing Analytics
W6 The changing Media landscape
W7 Impacts of Digital Technologies
W8 Smart and Social Media Channels
W9 Mobile Media and Beyond the Screens
W10 IT Infrastructure

International Marketing & Cross Industry Growth Specialization

Intro to International Marketing
International Marketing Entry and Execution
International B2B (Business to Business) Marketing
International Hospitality & Healthcare Services Marketing
International Entertainment and Sports Marketing
International Marketing & Cross Industry Growth Capstone Project

Other

Deutsche Telekom The Power of Customer-Centric Communication Learning Journey

W1 Engage: questioning techniques, active listening, nonverbal communication, customer segmentation, communication style
W2 Sustain: emotional connection and empathy, building trust, strategic persuasion
W3 Grow: intercultural communication, improve through customer feedback, conflict resolution, difficult conversations
W4 Storytelling: storytelling techniques and devices