TensorFlow
TensorFlow is a Machine Learning Library and among data analysis tools. This open-source library was developed by Google and is a popular choice for many businesses looking forward to supporting Machine Learning capabilities to their Data Analytics workflow as Tensorflow can build and train Machine Learning Models. Tensorflow is the first choice of many due to its wide recognition, which results in an adequate amount of tutorials, and support for many Programming Languages. TensorFlow can also run on GPUs and TPUs, making the task much faster.
But TensorFlow can be very hard to use for beginners, and you need Coding knowledge to use it stand alone, and it has a steep learning curve. Tensorflow can also be quite tricky to install and configure, depending on your system.
Features:
- Supports a lot of programming languages like Python, C++, JavaScript, and Java
- Can scale as needed with support for multiple CPUs, GPUs, or TPUs
- Offers a large community to solve problems and issues
- Features a built-in visualization tool for you to see how the model is performing
Top 10 Data Analytics Tools in 2024
Day by day, we are moving towards a world driven by data, and in this world, we can’t ignore the importance of Data Analysis tools. Businesses are changing, and the ability to collect, process, and analyze data is the key differentiator as a Data-driven business will perform better. However, analyzing data is becoming increasingly complex every day because of the sheer amount of data being generated. This is why we need Data Analysis Tools. With these tools, businesses can understand their data and make informed decisions from the extracted valuable information.
Data Analysis Tools are there to help Data Analysts make sense of Data and perform necessary actions accordingly. This Software helps the company improve by increasing efficiency and profits. There are various tools for Data Analytics, and each one is different and provides some exciting features. Through this article, we will get to know about 10 Data Analysis Tools for beginners and businesses in 2024.
Table of Content
- What is Data Analytics?
- Top 10 Data Analytics Tools
- 1. Tableau
- 2. Power BI
- 3. Apache Spark
- 4. TensorFlow
- 5. Hadoop
- 6. R
- 7. Python
- 8. SAS
- 9. QlikSense
- 10. KNIME
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