Statistical Models
Strategy
Understanding Bias in Algorithms
Real-Time Predictive Analysis
Using Machine Learning for Market Research
Essential Skills for Machine Learning Practitioners
Process Optimization
Analyzing User Engagement
Data Analysis for Customer Retention 
Predictive Analytics Predictive analytics uses
statistical models and machine learning techniques to forecast future customer behavior
...
The Impact of Predictive Analytics 
Predictive analytics is a branch of advanced analytics that uses historical data, machine learning, and
statistical algorithms to identify the likelihood of future outcomes based on historical data
...Modeling: Using statistical algorithms to create predictive
models ...
Strategy 
The Role of Business Analytics in Strategy Business analytics involves the use of data analysis and
statistical methods to inform strategic decisions
...Predictive Analytics Using statistical
models to forecast future outcomes based on historical data
...
Understanding Bias in Algorithms 
Feedback Loops
Models that learn from their predictions can perpetuate existing biases in the data
...Here are some common methods:
Statistical Analysis: Use statistical tests to identify disparities in outcomes across different demographic groups
...
Real-Time Predictive Analysis 
Overview Predictive analytics is a branch of business analytics that uses
statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical data
...Predictive Modeling: Applying machine learning algorithms to create
models that can predict future outcomes based on the processed data
...
Using Machine Learning for Market Research 
Overview of Machine Learning in Market Research Machine learning refers to the use of algorithms and
statistical models that enable computers to perform tasks without explicit instructions, relying instead on patterns and inference
...
Essential Skills for Machine Learning Practitioners 
R Preferred for
statistical analysis and data visualization
...Model Evaluation and Validation Evaluating the performance of machine learning
models is critical to ensuring their effectiveness
...
Process Optimization 
Predictive Analytics: Using
statistical models and machine learning techniques to forecast future outcomes based on historical data
...
Analyzing User Engagement 
Data Analysis: Utilizing
statistical methods and algorithms to identify patterns and correlations
...Model Building: Creating predictive
models to anticipate user behavior based on past interactions
...
Improving Customer Retention through Analytics 
Predictive Analytics Uses
statistical models to forecast future behavior
...
Nebenberuflich (nebenbei) selbstständig m. guten Ideen
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...