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Doc: correct the examples head level in README #960

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6 changes: 3 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -237,7 +237,7 @@ auth:

Refer to `example/cluster` directory for more cluster configurations examples.

### 6. Running Analytics and AI workloads
### 6. Running analytics and AI workloads

Once the cluster is started, you can run Spark analytics and AI workloads
which are designed to be distributed and large scale in nature.
Expand All @@ -260,7 +260,7 @@ on a CloudTik spark runtime cluster.
Refer to [Run TPC-DS performance benchmark for Spark](tools/benchmarks/spark)
for a detailed step-by-step guide.

### Running machining examples
#### Running machine learning and deep learning examples

CloudTik provides ready to run examples for demonstrating
how distributed machine learning and deep learning jobs can be implemented
Expand All @@ -269,7 +269,7 @@ in CloudTik Spark and ML runtime cluster.
Refer to [Distributed Machine Learning and Deep Learning Examples](example/ml)
for a detailed step-by-step guide.

### Workflow examples
#### Workflow examples
User can integrate CloudTik with external workflows using bash scripts or python
for running on-demand cluster and jobs.

Expand Down
6 changes: 3 additions & 3 deletions docs/source/GettingStarted/quick-start.md
Original file line number Diff line number Diff line change
Expand Up @@ -176,7 +176,7 @@ auth:

Refer to `example/cluster` directory for more cluster configurations examples.

### 6. Running Analytics and AI workloads
### 6. Running analytics and AI workloads

Once the cluster is started, you can run Spark analytics and AI workloads
which are designed to be distributed and large scale in nature.
Expand All @@ -199,7 +199,7 @@ on a CloudTik spark runtime cluster.
Refer to [Run TPC-DS performance benchmark for Spark](https://github.com/oap-project/cloudtik/tree/main/tools/benchmarks/spark)
for a detailed step-by-step guide.

### Running machining examples
#### Running machine learning and deep learning examples

CloudTik provides ready to run examples for demonstrating
how distributed machine learning and deep learning jobs can be implemented
Expand All @@ -208,7 +208,7 @@ in CloudTik Spark and ML runtime cluster.
Refer to [Distributed Machine Learning and Deep Learning Examples](https://github.com/oap-project/cloudtik/tree/main/example/ml)
for a detailed step-by-step guide.

### Workflow examples
#### Workflow examples
User can integrate CloudTik with external workflows using bash scripts or python
for running on-demand cluster and jobs.

Expand Down