List of Online Courses and Certifications

The ‘Python A-Z™: Python For Data Science With Real Exercises!’  online course is a study of the concepts and fundamentals of programming in Python. The course is offered by the online education provider platform Udemy for students who are interested in developing their programming skills in Python and solve real-world analytical challenges using a better comprehension of the ideas and strategies.

The independent learning program consists of eleven hours worth of video content, six articles, and access to the course materials at any time that allows the candidates of the program to finish the course at their speed. The course instruction is done by Kirill Eremenko, a professional data scientist. 

The ‘Python A-Z™: Python For Data Science With Real Exercises!’ training program enables the students to upskill themselves for the data science domain. The videos contain subtitles that provide an easy understanding of the concepts and the students are given the course completion certificate after completing the online program.

Data Science And Analysis: Make DataFrames in Pandas And Python online course aims to teach data science and analysis and use the data to generate data frames using Python and Pandas, an open-source library written in Python that provides high-performance and easy-to-use data structures and data analysis tools. Participants will be taught to create completely operational games tic-tac-toe and Blackjack. Participants will also study classes, methods, attributes, instancing, and class inheritance.

Data Science And Analysis: Make DataFrames in Pandas And Python online certification is developed by John Bura - Owner of Mammoth Interactive, Web & Game Developer and Instructor and is made available through Eduonix, an educational organization providing skill development courses and training to students around the country. Data Science And Analysis: Make DataFrames in Pandas And Python online training is divided into two major parts, part 1 deals with Python, how Python is utilized by the companies like YouTube and Instagram, and concepts like variables, functions, and if statements, data structures, handling user input & output and file input & output. Part 2 deals with the process to employ the Python expertise in the Pandas framework to create and modify a data frame and analyze the data.

Data Science: Natural Language Processing (NPL) in Python online certification is a course that employs a functional computing learning technique that has proven to be extremely efficient among hundreds of students who took the course. The course is developed by Lazy Programmer Inc. - Artificial intelligence and machine learning engineer and presented by Udemy, an online course provider aimed at professionals and beginners.

Data Science: Natural Language Processing (NPL) in Python online training will help learners to develop a cypher decryption algorithm to be used in warfare and espionage, how to build and use a variety of useful Natural Language Processing tools, such as character-level language models (based on the Markov principle) and evolutionary algorithms. Learners will develop a spam detector using conventional machine learning techniques, and develop a python sentiment analysis model to provide a value to a body of text indicating how good or bad it is.

Candidates can enrol themselves in the Data Science: Natural Language Processing (NPL) in Python online course and are advised to have prior knowledge of python coding so that lack of knowledge of particular topics does not impair their overall experience.

The Certificate in Data Structures and Algorithms Course is an online course provided on the V Skills platform. The course includes expert video tutorials discussing topics including fundamentals of data structures like structure, linked list, stack, array, pointer, queue, graph, searching, sorting, and programs along with types of algorithms. 

The Certificate in Data Structures and Algorithms Training Course is spread over 42 learning hours by expert instructors. The course will provide a detailed understanding of the basics of algorithms starting right from O-notation to advanced concepts of search and sort algorithms. The course will also include the analysis of algorithms as applicable for trees and graph data structure.

The Certificate in Data Structures and Algorithms Online Course is suitable for anyone who would like to develop their data science knowledge and types of data structures and algorithms. The course will provide a thorough understanding of various aspects of data structures in a way it makes a beginner in this field familiarize with the concepts quickly. The course includes a final online examination and upon qualification, learners will get a certificate.

RA: Data Science and Supply Chain Analytics. (A-Z with R) online certification was designed by Haytham Omar, a Supply Chain Consultant, and is offered through Udemy which is meant for students who wish to become supply chain data scientists by combining data science and supply chain knowledge. The RA: Data Science and Supply Chain Analytics. (A-Z with R) online course by Udemy is organized into interactive learning modules that begin with supply chain foundations and end with R programming fundamentals.

RA: Data Science and Supply chain analytics. (A-Z with R) online classes cover 38 hours of detailed video lectures along with articles, 56 downloadable resources, and assignments to help students gain practical knowledge of the supply chain applications using data science. Forecasting, revenue management, inventory management, simulation modeling, data manipulation, and data cleaning are all covered in this course. Students who wish to learn everything presented in this course must enroll and pay for the lifetime membership to access the course content.

People analytics is a statistical approach to managing employees at work. People analytics, also known as HR analytics, workforce analytics, or talent analytics, is concerned with analyzing problematic situations and using data to answer pertinent questions about the organization. The CCG School of Applied Learning - an education provider has designed the Applied HR (People-) Analytics Certificate Course online certification, which is presented by Udemy.

Applied HR (People-) Analytics Certificate Course online training contains 5 hours of comprehensive lessons accompanied by 3 articles, 3 downloadable resources, and assessments that focus on teaching learners how to comprehend and implement statistical data and data science to resolve issues and attract valid inferences in an organizational setting. Applied HR (People-) Analytics Certificate Course syllabus cover topics like retention analytics, data preprocessing, data analytics, business intelligence, machine learning, and data science.

Amity Future Academy, in collaboration with Berkeley Global, offers the Certificate in Machine Learning with Generative Artificial Intelligence course. The course aims to hone skills, enhance machine learning (ML) and deep learning competency, and provide in-depth knowledge for handling popular platforms and languages.

Industry leaders from data science, deep learning, and machine learning domains teach the course. The

Certificate in Machine Learning with Generative Artificial Intelligence course covers topics like ML techniques using Python, deep learning-neural networks, exploratory data analysis, Keras and TensorFlow, and more. After the completion of the programme, students will gain expertise in the critical concepts of AI, deep learning, ML, data science, and data mining. Candidates will be adept at making strategically essential decisions in their professional domain with Machine Learning techniques, various algorithms, and models.

Students will get access to an industry-driven comprehensive curriculum featuring a capstone project, four case studies, assignments, and quizzes. Learners will receive dual certification from UC Berkeley and Amity Future Academy after finishing the Machine Learning with Generative Artificial Intelligence course.

The “Artificial Intelligence + Machine Learning” certification is a 6 months online course provided by the E&ICT Academy, IIT Kanpur. This course is made for professionals who want to understand and learn what exactly is Artificial Intelligence, and its concept of Specialization like Machine Learning.

The “Artificial Intelligence + Machine Learning” syllabus teaches students the basic programming concepts that include Machine Learning, and by using the programming language Python. The E & ICT Academy Specialization is nothing but a series of courses that will help candidates master a skill. This will allow candidates to make their own applications that will be used for data analysis, visualization, processing, and retrieval, and become an expert in various programming languages, and tools.

Once the course is complete, and candidates are able to showcase their “Artificial Intelligence + Machine Learning” training as a certificate to their professional network then it will attract prospective employers. This, in turn, will provide better job opportunities to the candidates. And, make them ready to take on this competitive world.

The Data Analysis with R by Udacity is a free online learning programme offered by Facebook. It focuses on exploratory data analysis. Exploratory data analysis is a method of visualising and summarising the important characteristics in a data set. It is an approach focused on exploring data to understand its underlying variables and structure. 

The course will run for two months and focus on exploratory data analysis. The Data Analysis with R syllabus will include six lessons discussing topics, such as R basics, EDA, exploring one and more variables, price predictions, and more. It has a panel of four instructors, namely Moira Burke, Solomon Messing, Chris Saden, and Dean Eckles.

You will learn from industry professionals who will instruct this intermediate programme. Furthermore, Data Analysis with R is a part of the Data Analyst Nanodegree offered by Udacity. It is an excellent course for anyone preparing to enter the field of data analysis and working towards improving their career prospects.

Datameer training Course will introduce you to the core essentials and fundamentals of using Datameer which is the end-to-end analytics platform. The students will develop a thorough understanding of all the gamut of walks of Datameer such as  Datameer workflow, data import, analysis, visualization, and integration along with intensive practical training making use of different use case examples and hands-on projects. 

Presented by Mindmajix Technologies, the Datameer training online course will explore curation of enterprise data lake, spreadsheet user interface, etc. Having the knowledge of data analytics is considered to be an advantage for the candidates of Datameer training certification to benefit fully from the programme. 

Adobe Analysis Workspace Training Course trains the learners rigorously on Installation and Configuration, Monitoring and Maintenance, Sizing and Performance Management and what not and help them to know the Adobe Analysis Workspace closer. The Adobe Analysis Workspace consists of various tools of analytics that facilitate the integration of  Marketing Cloud and Adobe Analytics and flexible data mining. 

Adobe Analysis Workspace Training online course, the training programme by Mindmajix Technologies, will enable the students to explore both the practical and theoretical aspects of Adobe Analysis Workspace to expand their insights and potential. Adobe Analysis Workspace Training certification renders the candidates three different modes to enroll in the programme i.e corporate training, instructor-led training, and self-paced training. 

The Data Science with R course has been thoroughly structured to imbue the candidates with a comprehensive knowledge of the different Analytics techniques that can be employed using R. The course offers case studies and projects to provide candidates with the necessary theoretical and practical exposure. On Data Science with R Certification Course by Simplilearn completion, the candidates will be well-versed in concepts like exploratory data analysis, descriptive and predictive analytics, and data visualisation with R.

With a Data Science with R certification course offering real-life industry-based projects, candidates will have ample hands-on experience during the learning process. Candidates will also get a fair idea of how data is utilized in the various sectors of the industry, as the projects cover a broad domain ranging from healthcare to finance. 

Moreover, candidates will gain mastery in the diverse statistical concepts like linear and logistic regression, cluster analysis, forecasting, hypothesis testing, and many other concepts pertaining to descriptive and inferential statistics.

The Data Science with R Programming Certification Training Course training lets you have a conceptual understanding of statistics, Text Mining, Time Series, and an introduction to Deep Learning. You will gain proficiency in Machine Learning Algorithms like Random Forest, K-Means Clustering, Decision Trees and naïve Bayes using R language.

In the ‘Data Science with R Programming Certification Training Course’ on Edureka, you will implement real-life use-cases on Aviation, Social Media, Healthcare, Media and Human Resources. The course curriculum also allows you to comprehend the entire life cycle of Data Science, visualize and analyze various data sets and different Machine Learning Algorithms.

Data Science is a concept of combining data analysis, statistics and their related methods to analyze and understand actual phenomena with data. Data Science Training has theories and techniques drawn from many sectors within the broad areas of information science, statistics, maths, and computer science from sub-domains of classification, data mining, visualization, databases, machine learning and cluster analysis. Undertaking the online Data Science with R Programming Certification Training Course will enable aspirants to master these, helping them become a fluent professional of Data Science.

The R Programming for Statistics and Data Science online course is a 6.5 hours short program provided by Udemy. The course includes 39 articles and 36 downloadable resources. Candidates will get lifetime access to the course content. The course covers the fundamentals of R in programming.

The R Programming for Statistics and Data Science training teaches about loops, conditional statements and functions of R programming. The course teaches candidates to build functions in R and get the data in and out of R. The course includes basic tools used in data science with R, ggplot2 package, and grammar of graphics.

The R Programming for Statistics and Data Science syllabus covers the fundamentals of statistics, hypothesis testing in R. The course teaches to draw insight and visualize different types of data to make data-supported decisions. Candidates can access the course content on their television and smartphone.

The Complete SQL and Databases Bootcamp: Zero to Mastery [2022] certification course is created by Andrei Neagoie, the founder of zerotomastery.io, Mo Binni, a solution architect and instructor, and Zero To Mastery, a learning platform with courses for in-demand skills, and is offered through Udemy, which is intended for learners who want to study modern SQL and database principles to become web developers, ML engineers, or business analysts.

Complete SQL and Databases Bootcamp: Zero to Mastery [2022] online classes begin from the very beginning by teaching the learners SQL and database fundamentals and then progressing into advanced topics to help them make decisions and deal with any data in their organization. Complete SQL and Databases Bootcamp: Zero to Mastery [2022] syllabus aims to provide learners with a practical understanding to guide them about the techniques used to deal with databases and SQL, scale databases, manage them, and even additional material on handling big data, utilizing Redis for caching and connecting PostgreSQL to a Node.js server.

The Data Warehousing programme has a self-paced learning model which enables you to train at your own pace and comfort. Through the training programme, you will develop a comprehensive understanding of concepts such as Schema designing, metadata, dimensional modelling, ETL fundamentals, and Normalisation.

The Edureka Data Warehousing certification course is specially tailored by industry professionals to equip you with the latest and in-trend knowledge of data warehousing. You will also learn to perform the implementation of fact and dimension tables; the course covers the implementation of ETL jobs as well. The course curriculum covers the requirement gathering principles necessary for dimensional modelling and for building a data warehouse.

Moreover, as data warehousing is in huge demand, the Data Warehousing course provides you with a strong foundation for the same. You will learn through a combination of videos, interactive presentations, assignments, PDFs, real-world case studies, and an industry-based project. With all these learning aids, you can develop an extensive understanding of the concepts of data warehousing.

IBM Watson Analytics Training course is an online training programme created and administered by Mindmajix, a software and technology training platform, that will help you to build a detailed understanding of IBM Watson Analytics. You will be able to delve into the concepts of natural language queries, dynamic insights, predictive analytics, machine learning, and much more. The training course will equip you with the knowledge and skills required to pass the IBM Watson Analytics Certification Test.

IBM Watson Analytics Training online course will deliver the theoretical knowledge along with enough practical knowledge through industry use-cases and plenty of real-time projects. The curriculum will walk you through core concepts of IBM Watson Analytics; Data Refinement, Predict Series, Data Series, to mention a few.

To join the IBM Watson Analytics Training certification, the candidates must have a fundamental knowledge of visual basic.Net and  R studio and familiarity with MS Office tools, Data Warehousing concepts, and Java. You will have options of the live online mode through Zoom or Google meet and self-paced e-learning videos to get enrolled in the online training. Corporate training is also available for this online programme on IBM Watson Analytics. The advantages of access to custom resume building, lifetime availability of self-paced videos and mock interviews, and more could be benefited by the learners after the training.

For business analysts, data scientists, and anybody else who works with data, SQL is among the most demanded talents. SQL is one of the most sought IT skills today, and learning it is one of the simplest ways to increase one's professional opportunities. The Data Warehousing and SQL End to End certification course has been created by Rahul Tiwari, a Professional Data Scientist, Consultant, and Trainer, and is available through Udemy which is aimed at candidates who want to learn the fundamentals of data warehousing and SQL to become successful SQL specialists.

Data Warehousing and SQL End to End online course aim to teach students how to read and write complicated queries to a database employing Oracle SQL, which can also be applied to other major SQL databases including Amazon Redshift, MySQL, Microsoft SQL Server, PostgreSQL, and others. By the end of the Data Warehousing and SQL End to End online classes, candidates will have obtained the ability to use SQL to query a database and use SQL to analyze data.

The Training for Snowflake course is meticulously designed to help the participants master data warehousing on the cloud. The participants will learn to load and transform data in Snowflake, scale virtual warehouses for performance and concurrency, share data, and work with semi-structured data. This Training for Snowflake course also covers query constructs, DDL and DML operations, managing and monitoring Snowflake accounts and Snowflake’s continuous data protection methods. The participants will benefit from real-time interactions with industry experts, hands-on projects and lifetime access to course materials. 

Disclaimer: We are not affiliated or endorsed by Snowflake, Inc.

The Advanced Data Science Capstone certification course is specialized in the field of data science presented by IBM, the course is structured into week dynamics and the syllabus is in accordance with that only. This course will provide an immense Advanced Data Science Capstone training that will be focused on a deep understanding of the huge processing of data, exploration, and data visualization. 

Basically, the course is structurally based on deep learning and machine learning that will help them to be more effective and efficient in solving real-world problems and situations. Candidates need to pass the last assessment that is the project work in order to attain Advanced Data Science Capstone certification by the end of the completion of the course. Candidates can get constant feedback along with every module which can help them to make their fundamentals and basics stronger. 

The Advanced Data Science Capstone online course will assist the applicant in learning and demonstrating an understanding of the characteristics of various algorithms, systems, and technologies, as well as how they affect model efficiency and scalability, which are needed in the data science area. Candidates can apply for the course via an online platform and can submit the assessments via the same model only. 

A large neural network library that integrates with TensorFlow is called Keras. TensorFlow is an open-sourced end-to-end framework and library for many tasks involving machine learning. A Complete Guide on TensorFlow 2.0 using Keras API certification course is developed by Hadelin de Ponteves - AI Entrepreneur, Ligency I Team - an educational organization that helps data scientists in acquiring skills & Luka Anicin AI Engineer & Entrepreneur and is made amiable by Udemy.

A Complete Guide on TensorFlow 2.0 using Keras API online training comprises 13 hours of digital lessons accompanied by 13 articles and 3 downloadable resources and is arranged to cover every topic from neural networks and training to put it in use. With A Complete Guide on TensorFlow 2.0 using Keras API online course, individuals will learn about data validation, dataset preprocessing, machine learning, CNN, ANN, and RNN as well as how to create a stock trading bot using reinforcement learning.

For building Deep Learning models, Google introduced the TensorFlow framework. Artificial neural networks are a key component of the deep learning class of machine learning models. Tensorflow Deep Learning - Data Science in Python online certification is developed by Minerva Singh- Instructor & Data Scientist and is offered by Udemy for candidates who want to master the concepts involved with TensorFlow for data science operations using python programming.

Tensorflow Deep Learning - Data Science in Python online course contains 7 hours of video-based lessons supported by 3 articles and 45 downloadable resources to provide candidates a thorough understanding of statistical modeling, data visualization, machine learning, and fundamental deep learning using the Tensorflow framework in Python. By the end of the Tensorflow Deep Learning - Data Science in Python online training, candidates will be able to use packages such as Numpy, Pandas, and Matplotlib to collaborate with actual data in Python.

Introduction to TensorFlow Lite Certification teaches how to deploy (DL) deep learning models on mobile and embedded devices with TensorFlow Lite. It includes various programming languages support such as Java, Swift, Objective-C, C++, and Python.

Introduction to TensorFlow Lite Classes is developed by the TensorFlow team and Udacity together as a practical approach to model deployment for software developers. All candidates get hands-on experience with the TensorFlow Lite framework as you deploy deep learning models on Android, iOS, and even an embedded Linux platform. 

By the end of this Introduction to TensorFlow Lite Training, all candidates will have the skills necessary to start deploying their own deep learning models into mobile apps.

Introduction to TensorFlow Lite Certification Course is designed for aspirants who want to learn TensorFlow Lite to execute efficiently on most devices with limited compute and memory resources. All students after completion of classes get Introduction to TensorFlow Lite Certification by Udacity.

The PySpark Essentials for Data Scientists (Big Data + Python) online certification, created by Layla AI - Data Scientist Consultant & Instructor, is offered by Udemy to participants who want to learn the practical PySpark concepts they will need to know daily to become qualified data scientists and data engineers.

PySpark Essentials for Data Scientists (Big Data + Python) online training by Udemy comprises more than 17.5 hours of virtual lessons along with 28 articles and 139 downloadable resources which provide a strong foundation for big data concepts using Python. Participants in the PySpark Essentials for Data Scientists (Big Data + Python) online course will learn about a variety of subjects including data streaming, application development, data wrangling, machine learning, natural language processing, spark structured streaming, hyperparameter tuning, cross-validation, topic modeling, Gaussian mixture modeling, and much more.

Are you a complete beginner in Python and looking for a course to learn about Python, data science, Natural Language Processing (NLP), machine learning, and AI? Then Build Chatbots with Python Skill Path is suitable for you. Add another cutting-edge skill to your resume and build advanced chatbots with AI without any prior knowledge of Python or linear algebra.

With the Build Chatbots with Python programme, you will develop retrieval-based, rule-based, and generative chatbots. Besides, you will excel in advanced concepts and use Artificial Intelligence and NLP to operate chatbots that teach themselves without indulging in complex math. 

The beginner-friendly course is divided into modules and allows you to test your chatbot-building and Python skills by finishing an off-platform project. You will build several chatbots throughout the training, including Coffee Chatbot, Alienbot, and Cyborg Cantina.

Build Chatbots with Python training from Codecademy comprises hand-picked content to fast-track your journey to gaining a new skill in a short span. After completing this course, you will also earn a certificate of completion as proof of your accomplishment.

The Projects in Hadoop and Big Data - Learn by Building Apps certification course was created by Eduonix Learning Solutions in collaboration with Eduonix Tech & Eduonix Support and is offered by Udemy, which is intended for students who want to use Hadoop and big data functionalities at work and who want to become proficient in the methods for implementing big data technologies.

Projects in Hadoop and Big Data - Learn by Building Apps online course is a short-term program that consists of 10 hours of lectures accompanied by an article and 19 downloadable resources with the goal of assisting the students in learning the techniques to develop Hadoop solutions that will address real-world issues. With the help of the Projects in Hadoop and Big Data - Learn by Building Apps online classes, students will learn about the theories and methods underlying big data analytics, application development, data science, real-time streaming, Hadoop analytics, data visualization, and much more.

Apache Hadoop is an open-source platform for storing and processing huge databases ranging in size from megabytes of data to petabytes. Instead of storing and processing data on a single large computer, Hadoop allows for the grouping of multiple computers to analyze huge datasets in parallel more rapidly. Big Data Hadoop - The Complete Course certification was developed by Telcoma Global, an organization that provides services to the Telecom & IT industries, and is offered by Udemy.

Big Data Hadoop - The Complete Course online training comprises more than 11.5 hours of digital lessons supported by two articles and is aimed at students seeking both basic and advanced skills in big data Hadoop. Big Data Hadoop - The Complete Course online classes covers the topics ranging from beginner to advanced level expertise for big data Hadoop certification, such as grid computing, data querying, data storage, data ingestion, and more.

The Splunk Training and Certification – Power User and Admin course by Edureka is specially crafted to help you acquire the concepts and techniques essential for Splunk Admins and Splunk Power Users. You will learn to use Search commands, different Knowledge objects, Settings configuration, and application creation and dashboard visualisation through case studies and real-time projects. 

Using the Splunk data, you will become familiar with different onboarding techniques; learn to organise alerts and build dashboards and reports, along with multiple visualisations. Also, you will learn to set up instances of a Splunk Cluster and implement both Search Head clustering via software and Indexer clustering. 

Moreover, the Splunk Training and Certification – Power User and Admin course will help you to develop new skills for a lucrative career in the Splunk landscape. As Splunk has already made a mark in the management and analytics of machine data and operational intelligence, you can find ample work opportunities as a certified Splunk Expert. 

Besides, Edureka will certify you as a Splunk Expert upon successful completion of the Splunk Training and Certification – Power User and Admin programme. 

The programme is aligned with the prestigious certifications at IASSC and ASQ. It gives an overview of the DMAIC methodology and provides participants with better analytical and strategic skills. It also aims to provide a fresh management approach to business improvement. Adding the Lean Six Sigma Green Belt Certification Training course to your resume will prove your eagerness in improving your business acumen as well as the business where you work. 

Due to the high demand for this certification in fields such as manufacturing and logistics, it will help you get a step ahead of others. The Lean Six Sigma Green Belt Certification Training course is designed to equip you with better skills to identify and formulate solutions to process issues. 

After completing the Lean Six Sigma Green Belt Certification Training course by Simplilearn, you will be better equipped to lead and handle complex projects under six sigma. Here we have provided an easy-to-follow guide on the Lean Six Sigma Green Belt Certification training course by Simplilearn, career opportunities, benefits, salary packages, and many more.

MindMajix Technologies developed the Six Sigma Green Belt Training certification course, which is primarily intended to educate Six Sigma and define measure, analyze, improve, and control operations as stipulated by the IASSC. Six Sigma Green Belt Training online course is designed to provide applicants with both fundamental and advanced knowledge of Six Sigma to help them acquire the skills and competencies required to receive the Six Sigma Green Belt certification.

Six Sigma Green Belt Training online classes by MindMajix Technologies provide 30 hours of HD video-based learning tools and lab training in its self-paced learning mode. Candidates may also enroll in live online classes if they prefer to learn through live sessions led by skilled trainers. The course provides applicants with adequate knowledge and opportunities to acquire the Council for Six Sigma Certification, which will verify their expertise in executing quality applications and projects.