1. Head First Statistics: A Brain-Friendly Guide
2. Practical Statistics for Data Scientists
3. Introduction to Probability
4. Introduction to Machine Learning with Python: A Guide for Data Scientists
5. Python Machine Learning by Example
6. Pattern recognition and machine learning
Can we use Big Data Analytics and Artificial Intelligence (AI) on Instagram?
Use of big data in Instagram
Explore pages and search functions
Instagram users may search images for a specific activity, topic, or event by using tags and trending information, or they can learn about popular activities, restaurants, and locations across the world. The search features, made possible by tagging, assist Instagram users in finding exciting items among the millions of submitted photographs.
Target Advertising
Instagram must glean customer insights from the data it collects to make it worthwhile. For example, Instagram may offer to advertise to businesses that want to target a specific consumer profile and who could be most interested in hearing a particular marketing message by analyzing its users' search preferences and interaction analytics. To know more visit Learnbay.co
Due to the rapid growth of technology and civilizations, governments must concurrently manage several processes and tackle complicated problems. Governments are in need of intelligent systems that can gather, clean, filter, and analyze massive volumes of data. The Government is looking for the Data-driven technologies used by local governments, federal agencies, and departments to streamline operations and advance security, public sector, legal, and other fields. Data scientists are in high demand in every field, but only a few best data science course providers exist.
Understanding the Basics of Data Acquisition and Data Wrangling
Data Acquisition
Paper records were replaced with digital records that were acquired and stored using computer-based data capture. Data acquisition refers to the automatic gathering of information from sensors, equipment, and gadgets in a factory, a lab, or the field. Modern research, development, and production have undergone radical change due to the use of computers in different data collection, control, and analysis processes during the past few years.
Data wrangling
Data wrangling is the act of organizing and cleaning up large and disorganized data sets, so they are simpler to access and analyze.
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