When it comes to data analytics and big data, the demand for skilled professionals is only growing. As the volume of data continues to grow, businesses need professionals who can make sense of this information. Big data has become an integral part of many industries and enterprises are now collecting, storing, processing and analyzing large volumes of structured and unstructured data. This article lists some of the best big data courses to help you stand out from other job seekers. These online classes will introduce you to concepts such as artificial intelligence (AI), machine learning and natural language processing (NLP). They’ll also teach you about analysis tools such as Spark, Hadoop and SAS; storage methods like NoSQL databases; unstructured data sources like images and videos; cloud-based services like Amazon S3; databases like MongoDB; document stores such as Elasticsearch; streaming technologies such as Apache Kafka; emerging trends in extended reality (XR) or virtual and augmented reality (VR); artificial intelligence techniques like natural language processing (NLP) APIs, computer vision APIs, image recognition APIs or speech recognition APIs.
Big Data Analytics with Python
This course is a great way to start your journey into the world of data analytics. It will help you develop the skills needed to explore, cleanse, and analyze data for business insights. You will start by exploring data collected from various sources, like social media and public data sources, and learning how to store and organize it for future analysis. You will also learn about different types of data and how to categorize and group data sets. From there, you will dive into a variety of topics, like exploring and visualizing data, data transformations, and creating dashboards. You will also learn how to automate tasks, explore machine learning concepts, and apply what you have learned to real-world scenarios.
This course is offered by DataCamp.
## Introduction to Data Science with Scala
This course introduces you to the world of data science. It will teach you how to analyze and visualize data, clean and transform data sets, and communicate findings. You will also learn how to automate tasks–including machine learning and graph analysis–and try out different tools for data science. Finally, you will explore the applications of data science in real-world scenarios, like machine learning and natural language processing.
This course is offered by DataCamp.
## Introduction to Machine Learning with Scala
This course is an introduction to machine learning. You will learn how to apply basic concepts like supervised and unsupervised machine learning and how to use regression analysis, classification, and clustering algorithms. You will also learn how to make predictions and apply machine learning in data science projects.
This course is offered by DataCamp.
## Introduction to AI with Scala and TensorFlow
This course is an introduction to artificial intelligence (AI). It will teach you about various AI techniques and how to use them to solve real-world problems. You will start by exploring the basics of AI and some of its subfields, like neural networks, genetic algorithms, and reinforcement learning. You will then learn how to apply these techniques in real-world scenarios, such as building chatbots and autonomous vehicles.
This course is offered by DataCamp.
## Learn How To Store and Process Data With SQL
This course is an introduction to the Structured Query Language, or SQL, which is a standard language for storing and processing data. You will learn how to create databases and tables, store data, and query data using SQL. You will also learn how to create functions, apply filters, and use aggregate functions. Finally, you will learn how to export data from databases and manage databases.
This course is offered by DataCamp.
## Master NoSQL Databases With MongoDB, Neo4j and more
This course is an introduction Big Data Courses to NoSQL databases, which are alternatives to SQL databases. You will learn how to use various NoSQL databases, including MongoDB, CouchDB, Apache Cassandra, and Apache HBase. You will also learn how to use graph databases like Neo4j and how to use these databases in real-world scenarios.
This course is offered by DataCamp.
## Know Your Cloud: From AWS Basics to ML With ML Engine
This course is an introduction to the cloud, specifically Amazon Web Services (AWS). You will learn the ins and outs of AWS, including basic architecture and AWS services. You will also learn how to apply AWS in real-world scenarios, like implementing security, migrating databases, and creating machine learning environments with ML Engine.
This course is offered by DataCamp.
## Conclusion
The goal of this article was to introduce you to some of the best big data courses. These online classes will help you prepare for your future job in data analysis and data science. They will introduce you to new concepts, help you master new skills, and help you apply what you’ve learned in real-world scenarios.