> For the complete documentation index, see [llms.txt](https://deeplearning4j.konduit.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://deeplearning4j.konduit.ai/en-1.0.0-beta6/getting-started/tutorials.md).

# Tutorials

While Deeplearning4j is written in Java, the Java Virtual Machine (JVM) lets you import and share code in other JVM languages. These tutorials are written in Scala, the de facto standard for data science in the Java environment. There’s nothing stopping you from using any other interpreter such as Java, Kotlin, or Clojure.

If you’re coming from non-JVM languages like Python or R, you may want to read about how the JVM works before using these tutorials. Knowing the basic terms such as classpath, virtual machine, “strongly-typed” languages, and functional programming will help you debug, as well as expand on the knowledge you gain here. If you don’t know Scala and want to learn it, Coursera has a great course named [Functional Programming Principles in Scala](https://www.coursera.org/learn/progfun1).

{% hint style="warning" %}
The tutorials are currently being reworked. You will likely find stumbling points. If you need any support while working through them, feel free to ask questions on <https://community.konduit.ai/>.
{% endhint %}

## Tutorials covering basic DL4J features

{% content-ref url="/pages/-M1eS4rYdo9voie9Fz9J" %}
[Quickstart with MNIST](/en-1.0.0-beta6/getting-started/tutorials/quickstart-with-mnist.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1eTZSYIE2gIVfcTsUy" %}
[MultiLayerNetwork And ComputationGraph](/en-1.0.0-beta6/getting-started/tutorials/multilayernetwork-and-computationgraph.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1eXwsATGXFK\_yrRV6j" %}
[Logistic Regression](/en-1.0.0-beta6/getting-started/tutorials/logistic-regression.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1eX0ewm5eIBtAJv3lW" %}
[Built-in Data Iterators](/en-1.0.0-beta6/getting-started/tutorials/built-in-data-iterators.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1e\_BUo-GI0JOpB1ke2" %}
[Feed Forward Networks](/en-1.0.0-beta6/getting-started/tutorials/feed-forward-networks.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1ea432UyWVuWjtqbzH" %}
[Basic Autoencoder](/en-1.0.0-beta6/getting-started/tutorials/basic-autoencoder.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1ebwZ-C3SvAJneg\_t3" %}
[Advanced Autoencoder](/en-1.0.0-beta6/getting-started/tutorials/advanced-autoencoder.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1edsgNyHnEmnAt6xBw" %}
[Convolutional Networks](/en-1.0.0-beta6/getting-started/tutorials/convolutional-networks.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1exuhAeqYQjdHGFIj6" %}
[Recurrent Networks](/en-1.0.0-beta6/getting-started/tutorials/recurrent-networks.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1eyRDQPEqSAwo1k9Zl" %}
[Early Stopping](/en-1.0.0-beta6/getting-started/tutorials/early-stopping.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1eyqda1txhHwgsc\_\_m" %}
[Layers and Preprocessors](/en-1.0.0-beta6/getting-started/tutorials/layers-and-preprocessors.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1ezFt2pbpFe7HRjXgV" %}
[Hyperparameter Optimization](/en-1.0.0-beta6/getting-started/tutorials/hyperparameter-optimization.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f4d5ej77-1Qt-jmbK" %}
[Using Multiple GPUs](/en-1.0.0-beta6/getting-started/tutorials/using-multiple-gpus.md)
{% endcontent-ref %}

## End to End Tutorials showing specific solutions

{% content-ref url="/pages/-M1ezry7aVht8fqfORrL" %}
[Clinical Time Series LSTM](/en-1.0.0-beta6/getting-started/tutorials/clinical-time-series-lstm.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f6-HVwuwvNuuJYYSU" %}
[Sea Temperature Convolutional LSTM](/en-1.0.0-beta6/getting-started/tutorials/sea-temperature-convolutional-lstm.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f6m5VRM76sdTOeXG-" %}
[Sea Temperature Convolutional LSTM 2](/en-1.0.0-beta6/getting-started/tutorials/sea-temperature-convolutional-lstm-example-2.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f7Wu3YfHDp0a9JgzA" %}
[Instacart Multitask Example](/en-1.0.0-beta6/getting-started/tutorials/instacart-multitask-example.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f7w\_nyhOKrP4WyH79" %}
[Instacart Single Task Example](/en-1.0.0-beta6/getting-started/tutorials/instacart-single-task-example.md)
{% endcontent-ref %}

{% content-ref url="/pages/-M1f8UQ3ZnXb9moseIDY" %}
[Cloud Detection Example](/en-1.0.0-beta6/getting-started/tutorials/cloud-detection-example.md)
{% endcontent-ref %}