# IBM Cloud Pak for Data vs IBM SPSS Statistics Comparison
---
## AI Generated Summary
- **G2 reviewers report** that IBM SPSS Statistics excels in user-friendliness, particularly with its **point-and-click interface** that simplifies complex statistical analyses. Users appreciate how this feature allows them to perform tasks like **Cluster Analysis** without needing programming skills, making it accessible for marketers and analysts alike.
- **Users say** that IBM Cloud Pak for Data shines in its ability to unify siloed data, which has been a game-changer for organizations looking to streamline their data operations. Reviewers highlight its **comprehensive integrated approach** to data management and analytics, which facilitates better resource allocation and trend identification.
- **According to verified reviews** , IBM SPSS Statistics has a strong reputation for its **clear presentation of results**. Users find that the software effectively displays outputs in tables and charts, enhancing interpretability and making it easier to communicate findings to stakeholders.
- **Reviewers mention** that while IBM Cloud Pak for Data offers an intuitive user interface, it may not be as straightforward for users who are primarily focused on statistical analysis. Some users feel that the platform's broader capabilities can complicate the experience for those seeking a more focused analytical tool.
- **G2 reviewers highlight** that IBM SPSS Statistics has a solid track record in terms of support, with users noting that the software has been a reliable partner in their analytical endeavors. This is reflected in its higher overall satisfaction ratings compared to IBM Cloud Pak for Data, which, while praised for its features, has received mixed feedback regarding support quality.
- **Users report** that IBM Cloud Pak for Data's integration with Watson AI services enhances its functionality, allowing for advanced analytics and data governance. However, some users feel that this complexity can lead to a steeper learning curve compared to the more straightforward approach of IBM SPSS Statistics.



| | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 88 | 928 | 
| **Largest Market Segment** | Enterprise (50.0% of reviews) | Enterprise (43.0% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $1,188.00 1 User Per Year | 

---
## Top Pros & Cons

### IBM Cloud Pak for Data

**Not enough data**

### IBM SPSS Statistics

Pros:
- Ease of Use (25 reviews)
- Statistical Analysis (17 reviews)

Cons:
- Expensive (13 reviews)
- Learning Curve (9 reviews)

---
## Ratings Comparison
| Rating | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
  | **Meets Requirements** | 8.5 (47 reviews) | 8.5 (787 reviews) | 
  | **Ease of Use** | 8.1 (47 reviews) | 7.9 (791 reviews) | 
  | **Ease of Setup** | 7.2 (26 reviews) | 7.9 (179 reviews) | 
  | **Ease of Admin** | 7.6 (27 reviews) | 7.6 (134 reviews) | 
  | **Quality of Support** | 8.3 (42 reviews) | 7.6 (596 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.1 (25 reviews) | 8.0 (129 reviews) | 
  | **Product Direction (% positive)** | 8.8 (47 reviews) | 6.5 (763 reviews) | 

---
## Pricing

### IBM Cloud Pak for Data

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### IBM SPSS Statistics

#### Entry-Level Pricing

Plan: Base Subscription: Yearly auto-renewal - Buy online

Price: Starting at $1,188.00 1 User Per Year

Description: Take advantage of lower costs with flexible models and benefit from continuous functionality through automatic renewal.

Key Features:
- Desktop edition available on Windows and Mac
- A variety of statistical procedures such as factor analysis, clustering and linear regression
- Advanced data preparation and bootstrapping capabilities

[Browse all 4 editions](https://www.g2.com/products/ibm-spss-statistics/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Virtual Private Cloud (VPC)

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.5/10 | 7 |
| **IBM SPSS Statistics** | N/A | N/A |

#### Customization

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Custom VMs** | 8.0 (5 reviews) | Not enough data | 
| **Console Configuration** | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | 

#### Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Network Management** | Not enough data | Not enough data | 
| **Virtual Machines** | 9.0 (5 reviews) | Not enough data | 
| **Security** | Not enough data | Not enough data | 
| **Maintenance** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Management

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Cloud Migration** | Not enough data | Not enough data | 
| **Storage Management** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Database Management** | Not enough data | Not enough data | 
| **Logging** | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | N/A | N/A |
| **IBM SPSS Statistics** | 8.5/10 | 251 |

#### Administration

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Quality Control** | Not enough data | 8.5 (191 reviews) | 
| **Data Sampling** | Not enough data | 8.7 (205 reviews) | 
| **Collaboration** | Not enough data | Feature Not Available | 

#### Capabilities

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Visualization** | Not enough data | 7.8 (225 reviews) | 
| **Survival Analysis** | Not enough data | 8.4 (186 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.1 (169 reviews) | 
| **Cost Analysis** | Not enough data | 8.2 (166 reviews) | 

#### Methodology

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **ANOVA Support** | Not enough data | 9.0 (205 reviews) | 
| **Regression** | Not enough data | 9.2 (220 reviews) | 
| **Time Series Analysis** | Not enough data | 8.8 (190 reviews) | 

#### Generative AI

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Infrastructure as a Service (IaaS)

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.2/10 | 9 |
| **IBM SPSS Statistics** | N/A | N/A |

#### Infrastructure Provision

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Public Cloud** | 7.7 (8 reviews) | Not enough data | 
| **Private Cloud** | 8.1 (7 reviews) | Not enough data | 
| **Hybrid Cloud** | 7.9 (7 reviews) | Not enough data | 
| **Bare Metal** | 8.3 (6 reviews) | Not enough data | 
| **High-Performance Computing (HPC)** | 8.5 (8 reviews) | Not enough data | 
| **Virtual Machines (VMs)** | 7.9 (8 reviews) | Not enough data | 
| **Edge Computing** | 8.3 (8 reviews) | Not enough data | 
| **Virtual Networks** | 8.3 (7 reviews) | Not enough data | 

#### Management

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Pay by Usage** | 8.6 (7 reviews) | Not enough data | 
| **Usage Tracking** | 8.3 (7 reviews) | Not enough data | 
| **Performance Tracking** | 8.1 (8 reviews) | Not enough data | 

#### Functionality

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Resource Auto-Scaling** | 8.3 (8 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.9/10 | 14 |
| **IBM SPSS Statistics** | N/A | N/A |

#### System

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.5 (11 reviews) | Not enough data | 

#### Model Development

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Language Support** | 8.3 (8 reviews) | Not enough data | 
| **Drag and Drop** | 8.5 (8 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 9.1 (9 reviews) | Not enough data | 
| **Model Training** | 8.8 (8 reviews) | Not enough data | 

#### Model Development

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Feature Engineering** | 8.5 (12 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Computer Vision** | 8.7 (9 reviews) | Not enough data | 
| **Natural Language Processing** | 9.4 (8 reviews) | Not enough data | 
| **Natural Language Generation** | 9.6 (8 reviews) | Not enough data | 
| **Artificial Neural Networks** | 9.0 (7 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Natural Language Understanding** | 9.2 (8 reviews) | Not enough data | 
| **Deep Learning** | 9.3 (7 reviews) | Not enough data | 

#### Deployment

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Managed Service** | 9.3 (9 reviews) | Not enough data | 
| **Application** | 9.3 (9 reviews) | Not enough data | 
| **Scalability** | 8.9 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Text Generation** | 8.3 (5 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (5 reviews) | Not enough data | 
| **AI Text-to-Image** | 8.3 (5 reviews) | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.7/10 | 7 |
| **IBM SPSS Statistics** | N/A | N/A |

#### Data Management

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | 
| **Metadata** | 8.3 (5 reviews) | Not enough data | 

#### Analytics

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Compliance** | 9.0 (5 reviews) | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | 
| **AI Community Activity** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.6/10 | 11 |
| **IBM SPSS Statistics** | 8.7/10 | 338 |

#### Statistical Tool

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Scripting** | 8.3 (5 reviews) | 7.2 (208 reviews) | 
| **Data Mining** | 8.8 (8 reviews) | Feature Not Available | 
| **Algorithms** | 8.6 (7 reviews) | 7.7 (211 reviews) | 

#### Data Analysis

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Analysis** | 8.7 (9 reviews) | 8.9 (323 reviews) | 
| **Data Interaction** | 9.0 (7 reviews) | Feature Not Available | 

#### Decision Making

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Modeling** | 8.3 (6 reviews) | 7.7 (248 reviews) | 
| **Data Visualizations** | 8.8 (7 reviews) | 7.0 (302 reviews) | 
| **Report Generation** | 8.8 (8 reviews) | 7.5 (269 reviews) | 
| **Data Unification** | 8.3 (8 reviews) | Feature Not Available | 

#### Generative AI

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.7 (5 reviews) | 
| **AI Text Summarization** | Not enough data | 9.7 (5 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | 8.6/10 | 34 |
| **IBM SPSS Statistics** | N/A | N/A |

#### Data Transformation

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Real-Time Analytics** | 8.5 (27 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | 9.1 (15 reviews) ✓ Verified | Not enough data | 

#### Connectivity

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Hadoop Integration** | 8.0 (23 reviews) ✓ Verified | Not enough data | 
| **Spark Integration** | 8.6 (22 reviews) ✓ Verified | Not enough data | 
| **Multi-Source Analysis** | 8.1 (25 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | 8.7 (24 reviews) ✓ Verified | Not enough data | 

#### Operations

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Visualization** | 8.7 (26 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | 8.9 (25 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | 8.4 (23 reviews) ✓ Verified | Not enough data | 
| **Embedded Analytics** | 8.8 (24 reviews) ✓ Verified | Not enough data | 
| **Notebooks** | 8.7 (13 reviews) ✓ Verified | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **IBM Cloud Pak for Data** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |

#### Building Reports

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

| Feature | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to IBM Cloud Pak for Data (6):** [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Virtual Private Cloud (VPC) Software](https://www.g2.com/categories/virtual-private-cloud-vpc), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Infrastructure as a Service (IaaS) Software](https://www.g2.com/categories/infrastructure-as-a-service-iaas), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure)

**Unique to IBM SPSS Statistics (1):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM Cloud Pak for Data | IBM SPSS Statistics | 
|---|---|---|
| **Small-Business** | 31.4% | 27.5% | 
| **Mid-Market** | 18.6% | 29.5% | 
| **Enterprise** | 50.0% | 43.0% | 

### By Industry

#### IBM Cloud Pak for Data

- **Computer Software:** 12.9%
- **Banking:** 8.6%
- **Information Technology and Services:** 8.6%
- **Education Management:** 5.7%
- **Financial Services:** 5.7%
- **Accounting:** 4.3%
- **Computer & Network Security:** 2.9%
- **Computer Networking:** 2.9%
- **Entertainment:** 2.9%
- **Government Administration:** 2.9%
- **Other:** 42.9%

#### IBM SPSS Statistics

- **Higher Education:** 26.4%
- **Research:** 16.4%
- **Education Management:** 7.6%
- **Market Research:** 7.5%
- **Hospital & Health Care:** 6.6%
- **Information Technology and Services:** 4.1%
- **Computer Software:** 1.8%
- **Health, Wellness and Fitness:** 1.6%
- **Banking:** 1.6%
- **Non-Profit Organization Management:** 1.4%
- **Other:** 25.2%

---
## Alternatives

### Alternatives to IBM Cloud Pak for Data

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (753 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (778 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
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- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
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- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) — 4.5/5 stars (235 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)

### Alternatives to IBM SPSS Statistics

- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)

---
## Top Discussions

### IBM Cloud Pak for Data

No discussions available for this product.

### IBM SPSS Statistics

- Title: [Classes?](https://www.g2.com/discussions/16200-classes) — 4 comments, 1 upvote
  > **Top comment:** "Dear Diego. That is right. SPSS is a complex software. Firstly, I recoomend you think about what do you need to do with it. For example, it is very differnt..."
- Title: [What statistical analysis is included in SPSS?](https://www.g2.com/discussions/what-statistical-analysis-is-included-in-spss) — 2 comments
  > **Top comment:** "All kinds of statistical techniques are included in the SPSS. Like descriptive statistic, linear and logistic models, tree based models, etc"
- Title: [SPSS Help Menu](https://www.g2.com/discussions/spss-help-menu) — 2 comments, 2 upvotes
  > **Top comment:** "There should be some case studies to understand SPSS better"
- Title: [Can the developer update the UI?](https://www.g2.com/discussions/41339-can-the-developer-update-the-ui) — 2 comments, 1 upvote
  > **Top comment:** "Yes. Welcome "
- Title: [Support for training](https://www.g2.com/discussions/25294-support-for-training) — 2 comments, 1 upvote
  > **Top comment:** "Yes, definitely. Especially we as a student who use it program are required professional teaching before hand to gain more understanding regarding to this..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-ibm-spss-statistics)