A Beginner’s Guide for Free Online Artificial Intelligence Courses

When you look up for the most innovative unconventional marketing strategy that bears the potential to soar your business values to great heights with pretty decent profits and sales, Artificial Intelligence dominates the charts!

Digital marketing has been undergoing numerous transformations since the day it was formulated. Its latest makeover is integrated with the most advanced area of computer science- Artificial Intelligence.

Regardless the nature and field of a business, AI integrated business strategies always have an upper hand with valuable automation and cognitive properties.

If you have come to realize the potential and business applications of Artificial Intelligence a little late or just now, there is no need to fret, because it turns out that all it takes is a load of determination and technical guidance to learn AI tactics for your business.

You need to take care of the first requirement by yourself, and for the latter and most important one- chin up beginners because there are many great online courses that fulfil this requirement! Cherry on top- these online courses are absolutely free of charge!

Online courses are the most relevant and updated versions of modern education that effortlessly reduces any sort of gap or shortcomings in distance education. Yes, there are some institutions that offer offline AI programs but they require certain criteria to be fulfilled, not to mention huge course fees.

Save your precious time and money and sign up for these online courses that are available today and have taken top ranks among others.

How to begin on your own

Taking up a free online course is the best decision for a great career in AI and data science. But before you begin, you need to prepare yourself first in order to have a smooth learning experience. How you ask? Read on:

1. Familiarize yourself with some fundamental programming tools such as, Python, R, Panda, Hadoop, Numpy, Seaborn, spark, Matplotlib, bot frameworks (Amazon Lex Microsoft Bot). These are the most popular ones and might be helpful during your training.
2. Basic knowledge of programming languages such as C++, Java.  
3. Machine learning models and applications.
4. Brush up on your maths skills, especially algebra, probability, calculus, matrices, as most of the AI courses requires some knowledge of linear algebra.
5. Understand how AI algorithm and data analytics work.

Now let’s take a look at these Artificial Intelligence online courses that are equally beneficial for beginners and experts:

 

Top Free Online Artificial intelligence courses

 

Google Artificial Intelligence course

Google has recently launched an online learning resource for Artificial Intelligence. Its basic principle is to spread awareness about AI among general mass so that they develop a basic understanding of what it is and how it works. Technological jargons are included but Google has given great emphasis on keeping the material as simple as possible. New concepts are gradually added as per the ideal standard. Google AI provides crash course on machine learning via TensorFlow. The course includes a thorough introduction to the fundamental terminologies used in machine learning, which then leads to a detailed layout of the course structure including TensorFlow, designing and training neural nets.  

You should expect to spend around 15 hours on the course material.

The course structure is easy to grasp especially for beginners who has little to no knowledge of the subject. The course also does justice to the experienced practitioners by allowing them to choose the module of their choice and suitable to their level of knowledge. Thus it is a great opportunity for budding marketers. Individuals with an expertise in machine learning can take up this course to gain information on TensorFlow.  

Nvidia DLI course

Nvidia, a leading manufacturer of graphics processing units offers a free of cost self-paced Deep learning institute (DLI) online course for beginners. The course comprises of computer vision enabled applications with object recognition, image data collection, classification and training for its usage, optimization solutions, Artificial Intelligence model deployment for custom tasks, hand gesture recognition features, image regression which is done to identify and locate an important point in an image.  

The course then progresses to the next stage which displays your newly learned AI skills through training and development of a neural network application based on the collected data. The course will also enable the user to gain knowledge for building an autonomous robot and a face or speech recognition device.

The whole course is about 8 hours long. The duration can be more or less, depending upon your pace. Nvidia provides certificate upon successful completion of the course.

HubSpot Academy AI and Machine learning course

The Artificial Intelligence and Machine Learning in Marketing course by HubSpot Academy is a free online course that offers an introduction to Artificial Intelligence and machine learning, that includes their definitions, their working principles, their distinguishable properties from one another, their respective applications in your marketing methods and also pointers to start the conversation for piloting Artificial Intelligence.  

Overall course takes 1 and half hours to complete and comprises of four lessons, 15 videos and 3 quizzes.

Stanford AI course

Stanford has recently updated its online Artificial Intelligence course that is the next in line of free online courses besides Deep Learning and Machine Learning. The course is titled as Artificial intelligence: Principles and Techniques and describes the application of mathematical tools to resolve complex real world issues that might occur in our daily lives. Some of the problems they take care of are related to machine translation, self-driving, face and speech recognition and automatic scheduling. The course offers to provide an insight on the foundational principles and their implementation that are the driving force behind these applications.

In Stanford’s own words, “you will learn the foundational principles that drive these applications and practice implementing some of these systems. Specific topics that are included are machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. The main aim of this course is to equip you with the tools to tackle new AI problems you might encounter in life.”

The comprehensive course handles subjects such as machine learning concepts, game playing, tree search, Bayesian networks, constraint satisfaction problems, search, logic, graphical models, dynamic programming, Markov decision processes, heuristics, projects and assignments.

Udacity Artificial Intelligence Course

It is a self-paced free online course from Udacity that lasts for 16 weeks. Quite longer than the others but indeed useful and effective. Udacity AI course comprises of fundamental information about various topics of artificial intelligence such as, probability, statistics, basics of search, logic and planing, machine learning, Bayes Network, constraint satisfaction and so on. A basic knowledge of probability theory and linear algebra is required for the learners. This course is aimed at educating beginners and marketers about the basic algorithm of AI and its important applications in various aspects of life, including business strategies, image processing, NLP and robotics.

The course teaches you the representative applications of artificial intelligence. It is partnered with Udacity’s machine learning engineer Nanodegree program.

Udacity also offers an AI course for robotics by Georgia Tech which is a part of the Deep Learning Nanodegree Foundation Course. The curriculum of this course includes autonomous car programming and requires a thorough knowledge of Python, mathematics tools such as linear algebra, probability and some level of experience in programming.

EdX Artificial Intelligence Professional Certificate Course

The AI professional certificate program from EdX provides a basic introduction of AI to beginners and professionals to enrich their knowledge and skills required in the development and deployment of deep learning predictive models for AI applications. The course overview includes introduction to AI and Python for data science, deep learning, laws of data and analytics, Natural language Processing (NLP), robotics, AI algorithms, reinforcement learning, constraint satisfaction problems, data structures, computer vision, image analysis, speech recognition, and many more.

The entire course duration is 12 weeks with 3-4 hours sessions per week.

To Sum up

Artificial Intelligence has tremendous applications that are featured in our daily lives. To be a part of this technology and impart their own contribution to the world is what every technical professional aims at. Artificial Intelligence is a fast growing field. Make up your mind and refer to this list of online courses that will become your guide for your future propositions in this field. Free and easy to learn, they are out there for an ambitious individual like you.