Mallorca
VS
Betis
Over 1.5
R. Oviedo
VS
Ath Bilbao
Over 1.5
Parma
VS
Verona
1X
Lorient
VS
Angers
1X
Napoli
VS
AS Roma
1X
Metz
VS
Auxerre
Under 3.5
Augsburg
VS
Heidenheim
Over 1.5
Lyon
VS
Nice
1
Torino
VS
Bologna
Over 1.5
Hamburger
VS
Union Berlin
1X
17th February Free AI Predictions
| Date / League | Fixture | Prediction | Confidence |
|---|---|---|---|
|
World
Today
•
20:00
|
Benfica
VS
Real Madrid
|
Over 2.5
Over 2.5
75%
|
75%
|
|
World
Today
•
17:45
|
Galatasaray
VS
Juventus
|
X2
X2
55%
|
55%
|
|
World
Today
•
20:00
|
Monaco
VS
PSG
|
2
2
55%
|
55%
|
|
World
Today
•
20:00
|
Dortmund
VS
Atalanta
|
Under 3.5
Under 3.5
43%
|
43%
|
|
World
Today
•
16:00
|
Al-Sadd (Qat)
VS
Al Ittihad
|
1X
1X
85%
|
85%
|
|
League Two
Today
•
19:45
|
Shrewsbury
VS
Notts Co
|
X2
X2
85%
|
85%
|
|
League Two
Today
•
19:45
|
Crewe
VS
Fleetwood
|
1X
1X
85%
|
85%
|
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Data Collection and Integration
Our software, built primarily in Java, collects verified football data from official and licensed sports data providers through secure APIs. This information covers every aspect of the game — from match statistics, xG (expected goals), and ball possession to player transfers, team form, and news updates.
All this data is stored in our scalable big data platform, purpose-built for advanced AI football analysis. Our platform is engineered to handle massive volumes of data, ensuring that from the final whistle of a match to the latest transfer rumour, every piece of relevant information is captured and integrated.
Data Normalization and Validation
Once collected, the data must be normalized to ensure quality and consistency. Machine learning models, including our proprietary ones, require standardized and validated inputs. Every dataset is therefore cleaned, structured, and cross-checked before entering the prediction pipeline — ensuring that our forecasts are based on reliable information, not noise.
By dedicating significant resources to this thorough process, we eliminate inconsistencies and biases that could otherwise compromise the integrity of our predictions, ensuring that NT Apex operates on a foundation of pure, reliable data.
Predictive Intelligence with NT Apex
At this stage, our proprietary model, NT Apex, takes over. Developed by the NerdyTips AI engineering team, NT Apex combines deep neural networks with pattern recognition to interpret complex football dynamics. It processes dozens of contextual variables — such as match history, weather conditions, injuries, transfers, and xG trends — to produce objective, data-driven predictions with outstanding accuracy.
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