Build data science skills through Python programming, machine learning, and visualization techniques for real-world applications.
Unlock the power of Python for data-driven decision-making as you master Python programming fundamentals and dive into data analysis. Acquire essential skills to clean and manipulate data, create insightful visualizations, and perform statistical analysis, all through hands-on projects with real-world datasets.
Master Python for data analysis, machine learning, and automation. Build predictive models, create dynamic dashboards, and unleash the power of data visualization. Launch your career in data science and Python engineering, equipped with Python, NumPy, Pandas, and Matplotlib.
Learn to extract information from databases by writing SQL queries, joining tables, aggregating data, and filtering results. You'll learn PostgreSQL in this class, but the concepts apply equally to other databases such as SQL Server and MySQL.
Become proficient in Microsoft Excel and go from beginner to pro with our hands-on Excel Bootcamp. Learn functions, formulas, Pivot Tables, macros, and time-saving techniques to conquer all the key skills needed to excel in Excel.
Learn how to use Tableau, a powerful data visualization tool, to create interactive and aesthetically pleasing charts, graphs, and maps. This course will teach you how to connect to datasets, analyze and structure data, customize visualizations, and publish your work.
Learn how to use Power BI, a powerful data visualization tool, to create interactive and aesthetically pleasing charts, graphs, and maps. Learn how to connect to datasets, analyze and structure data, customize visualizations, and publish reports.
Master the industry-standard tools and programming languages used by Data Analysts, including Excel, SQL, and Tableau, in this comprehensive classroom training program. Gain hands-on experience working on real-world projects and learn to organize, analyze, summarize, and visualize data to present actionable insights.
Learn the fundamentals of data analytics, including descriptive and inferential statistics, and how different industries and organizations use data for forecasting and decision-making. Explore statistical analysis and modeling, including statistical algorithms, theorems, and models.
Learn Python, SQL, automation, and machine learning to become a Data Scientist. Gain Python programming, data analysis, SQL querying, and predictive modeling skills. Perfect for beginners, this program prepares you for entry-level data science and Python engineering roles. Unlock high-paying job opportunities in the field of data science.
Learn the essential skills needed to become a Data Analyst or Business Analyst, including data analysis, data visualization, and statistical analysis. Gain practical experience through real-world projects and prepare for a successful career in the field of data analytics.
Data science is the process of collecting, analyzing, and reporting on data using scientific processes and algorithms. Through a combination of mathematical knowledge, statistical knowledge, and coding skills, data scientists work to make sense of immense datasets. In today’s data-driven world, data science is a hot career field. Professionals with a strong understanding of data science have high-paying opportunities to work for companies and organizations across industries.
Python is one of the most important coding languages for data science. One reason for this is that Python has packages designed specifically for data science processes such as NumPy, Pandas, and Matplotlib. Besides being expert Python programmers, data scientists should be familiar with SQL and data visualization tools. They may also have specialized knowledge in machine learning, data mining, FinTech, or another related area.
Data science is one of the most promising career paths in the tech industry. It necessitates a wide array of knowledge, but those with the right education and experience can serve in a rewarding position that makes it well worth the effort.
Orange County is home to a diverse range of startups and companies that need data science talent on deck, including the FinTech company Acorns and security company Crowdstrike. Blizzard Entertainment, Ingram Micro, and the Walt Disney Company are other notable employers in the area.
Due to this high concentration of tech companies and other industry giants, data-related careers are widely available in Orange County. A Data Scientist position can pay annual starting salaries of $60,000 to upwards of $150,000. This wide range of potential earnings is due to the importance placed on the experience and technical capabilities of individual candidates. The more skills and experience you can demonstrate, the more options you’ll have.
If you want to learn data science in a traditional classroom setting, you can choose between several schools in Orange County that offer face-to-face courses. Some people find that in-person classes help them stay productive and enjoy being able to learn in the same room as others.
In Anaheim, those interested in building data science skills can take courses from New Horizons. Options include the 3-day Data Wrangling with Python, the 2-day Python for Data Science, the 3-day Introduction to SQL Databases, and SQL Querying Fundamentals—Part 1 and Part 2. New Horizons also offers classes in Tableau and Excel, which can be helpful for people who want to learn about making data visualizations or get started with simple analysis.
Sonic Training offers a 2-day course called SQL Training: Introduction and Immediate at their location in Irvine. The first day of this class covers writing queries and generating reports based on responses, conditional search, data organization, and combining data in multiple tables. On the second day of instruction, students learn about subqueries and manipulating data in tables.
Also located in Irvine is theDevMasters, which runs courses and bootcamps for all levels of data science students. For beginners, the best bet is Data Science Applied Labs, which kicks off with a review of Python and data analytics before moving to more advanced topics like natural language processing and data mining. Managers who already have a background in data science will be better served by the 5-day Data Science for Professionals. There are also multi-week bootcamps that prepare new learners for a career in data science: Mastering Applied Data Science and Mastering Data Science with Deep Learning.
Besides these schools, General Assembly and UC Irvine often open enrollment data science bootcamps that students can attend in-person.
Would you prefer to learn data science without having to drive to your class? If so, you are a prime candidate for virtual learning. Live online classes allow you to pick up the skill you’ll need to thrive in a data science career. You can learn from expert instructors, work with peers, and get feedback in real-time. However, you can do all of this from the comfort of your home or office.
Noble Desktop, the creator of this tool, offers live online data science courses that are available to learners in Orange County. These include immersive data science bootcamps that cover multiple skills and prepare students to enter data science careers. The cornerstone of Noble’s data science program is the ||CPN411||, which covers Python and its major data science packages, automation, machine learning, and SQL. The ||CPN411|| includes one-on-one mentoring sessions in addition to 84 hours of training. The Python for Data Science Bootcamp focuses on Python by itself. In this course, students will clean and analyze data, make linear regressions, create data visualizations, and practice using NumPy, Pandas, and Matplotlib. Other options for learning data science and related skills include Noble Desktop’s ||CPN509||, Python Data Science & ||CPN633||, and ||CPN834||.
You can also pick up data science skills through classes with NYIM Training or NYC Career Centers. Taking live online data science classes from NYIM Training or virtual data science classes through NYC Career Centers is a great way to prepare for an entry-level job or expand the skills you use in your current job.
High schoolers in Orange County also have the chance to start learning data science. NextGen Bootcamp’s high school data science summer classes cover fundamental skills with Python and other need-to-know topics that will have students cleaning and analyzing data in just a couple of weeks. These courses take place live online.
Attending a data science bootcamp can help one foster the necessary skills to eventually seek out a professional career in the field. A tech bootcamp is an extensive course that covers the essential knowledge associated with a specific skill or science. There are numerous bootcamp opportunities in Orange County for aspiring data scientists.
UC Irvine’s Data Analytics Bootcamp is a part-time 24-week program for people preparing to start a career in data or current professionals who want to revamp their skills. This bootcamp covers intermediate Excel, SQL, and Tableau along with more advanced topics like Python and R programming, machine learning, and deep learning.
There is a 16-week Mastering Data Science and Deep Learning bootcamp available from theDevMasters, another provider in Irvine. This in-person bootcamp includes training in Python, NumPy, and Pandas as well as machine learning, exploratory data analysis, time series, and many other topics.
The options range in hours and price, which allows individuals to select the option most appropriate for their situation. The skills you can acquire through a data science bootcamp can help bridge the gap into an exciting new career.
Companies that want to build data science proficiencies in-house can also take advantage of onsite or virtual data science training for corporate customers. These are expert-led classes with customizable curricula that are available to teams of all sizes. Noble Desktop can run these courses live online or send an instructor to train your employees with in-person classes. If having workers train separately is preferable, businesses also have the option of purchasing vouchers for them to attend open enrollment courses on different schedules. A discount is available when vouchers are bought in bulk. For more information or a free quote, please reach out to hello@nobledesktop.com.