Not sure if all the people are aware of it, but data has become a part of our daily lives. Today, we include numbers in our conversations when talking about social media or any mobile application. We are fascinated by seeing the number of followers one has, how many likes one gets on a particular post, the number of views a video is getting, and probably how many reviews or ratings a product has online. The reason why you can see these results is that companies are collecting a massive amount of data each day and analyzing it to give a rich customer experience.
Well, a lot of processes keep on executing at the back end right from collecting data to showing you the exact numbers. The raw data is first collected from various sources, it is cleaned, analyzed, modeled, and then visualized to uncover hidden patterns and draw valuable insights from it. All these processes come under the umbrella of data science. A team of highly skilled individuals is hired to implement these tasks, but the most popular job role in this field is that of a data scientist.
Whether you look at the surveys regarding the highest paying jobs, most in-demand jobs, or the top emerging jobs in today’s competitive market, you will most likely find the data scientist role in all of them. Data scientists have gained a lot of traction these days and many are aspiring to become eligible for this role. There is a growing trend of people enrolling in online courses that gives them the right skills needed to become a data scientist.
Seeing the rise in demand, many online training providers have started to offer best-in-class data scientist courses and allowing companies to find the right talent for their digital initiatives. When you start looking for the best data scientist training program, it may become difficult for you to choose the right one given the number of options available to you. So, this article can help you make the right choice as we list some of the best training courses.
Let’s dive in!
Best Data Scientist Programs Online
The courses mentioned below are some of the best in the industry, and though they are paid ones, they are definitely worth your effort if you have a long-term career plan in data science.
Simplilearn’s Postgraduate Program in Data Science
Simplilearn’s Data Science Bootcamp is all you need to master all the important concepts of data science – statistics, Python programming, data science with R, machine learning, and more. The program is offered in collaboration with IBM and in partnership with the renowned Purdue University. It’s a long term online program of 12 months that will give you membership in the Purdue University Alumni Association, access to IBM Watson, and IIMJobs Pro membership for 6 months apart from the rich blended learning experience.
Here’s how the syllabus is divided:
- R programming for data science
- Data Science with R
- Python for data science
- Data science with Python
- Machine Learning
- Natural Language Processing
- Tableau Training
- Data Science Capstone
Applied Data Science With Python Specialization by University of Michigan
Offered on the Coursera platform, this program helps you learn how to conduct inferential statistical analysis, enhance data analysis with applied machine learning, and analyze the connectivity of a social network. Some of the key skills you’ll gain through this 5-months program include Python programming, data cleansing, data visualization, text mining, data virtualization, and Natural Language Toolkit (NLTK). There are five courses included in the specialization:
- Introduction to Data Science in Python
- Applied Plotting, Charting, and Data Representation in Python
- Applied Machine Learning in Python
- Applied Text Mining in Python
- Applied Social Network Analysis in Python
Candidates also get to work on practice quizzes, graded assignments that include peer feedback, and graded programming assignments.
MicroMasters Program in Statistics and Data Science by Massachusetts Institute of Technology (MIT)
You’ll find this training program on the EdX platform. It is designed to help you master the foundations of data science, machine learning, and statistics. Through this 1 year and 2 months long program, you’ll learn how to analyze big data and make data-driven predictions, build machine learning algorithms, identify and deploy suitable modeling and methodologies, and so on. There are five graduate-level courses included in this micromasters program:
- Probability – The Science of Uncertainty and Data
- Fundamentals of Statistics
- Machine Learning with Python: from Linear Models to Deep Learning
- Capstone Exam in Statistics and Data Science
- Data Analysis in Social Science OR Data Analysis: Statistical Modeling and Computation in Applications
Become a Data Scientist – Nanodegree Program by Udacity
This course is ideal for professionals willing to gain real-world experience in data science. This 4-months (10 hours per week) program gives you a thorough understanding of how to run data pipelines, design experiments, create recommendation systems, and deploy solutions to the cloud. Prior knowledge of machine learning concepts, Python programming, statistics, and probability is recommended before taking this course. The entire syllabus is divided into the following sections:
- Solving Data Science Problems
- Software Engineering for Data Scientists
- Data Engineering for Data Scientists
- Experiment Design and Recommendations
- Data Science Capstone Project
Python for Data Science and Machine Learning Bootcamp by Udemy
This course gives you a complete overview of how to use Python to analyze data, create beautiful visualizations, use powerful machine learning algorithms, and how to use Spark for big data analytics. You’ll learn about various Python libraries like Pandas, NumPy, Matplotlib and know about machine learning concepts like regression, clustering, decision trees, and support vector machines. The course includes 25 hours of on-demand video divided into 165 lectures, 13 articles, and 5 downloadable resources.
The path to becoming a certified data scientist isn’t easy for everyone. Relying on a training course helps you gain the right skills that employers actually demand for their data science positions. Certified individuals have a better chance to crack an interview compared to non-certified peers as they have demonstrated capability in the field. So, why delay getting such an opportunity for your career growth!