List of Online Courses and Certifications

Professional Certificate Programme in Strategic Management for Transformational Growth course is 9 months long and hybrid mode. This programme aims to equip you with the necessary skills to succeed during times of change and contribute to your organization's growth through strategic analysis and valuable insights. By providing up-to-date and practical knowledge of strategic management, the programme will empower you to apply these learnings effectively in real-world scenarios.

Professional Certificate Programme in Strategic Management for Transformational Growth by Emeritus in collaboration with IIM Indore provides you with knowledge and comprehension of practical frameworks, principles, and current best practices in applied strategic management. The candidate will assess external influences and internal strengths to ensure the successful execution of strategies.

Professional Certificate Programme in Strategic Management for Transformational Growth training provides tools to examine unique and forward-thinking strategies to navigate. Candidates will acquire a comprehensive understanding of business, corporate, and functional strategies and integrate them to drive transformational growth.

The Business Management and Analytics course is designed to empower individuals to thrive in the field of business management by leveraging the power of data analytics. This Business Management & Analytics certification by BIA provides students with a strong foundation in both business management and data analytics, making them qualified professionals in two highly in-demand fields.

The core module of the course covers essential topics such as foundations of management, business economics, financial management, operations and supply chain management, marketing management, HR management, business strategy, digital disruption and innovation, and more. The Business Management & Analytics certification course offers different certification options, varying from 9 months to 15 months, allowing students to choose the program that best fits their needs. The classroom and learning options provide flexibility for students to attend sessions either in person or remotely. The programme is led by top industry experts and supported by experienced faculty, ensuring a high-quality learning experience. Readers can also browse several other Business Analytics Certification Courses online.

PG Certification in Machine Learning and Deep Learning by upGrad online course is a six months course, which will introduce you to all the concepts of machine learning and deep learning. You will learn how to make a program using machine learning algorithms. Machine learning and deep learning concepts are required before you can start automating the process which was previously being done by your employees. 

Get 240+ hours of online learning, one-on-one personalized mentorship, placement assistance, and much more. Working professionals can also opt for the course to learn the skills of Machine learning and deep learning from Upgrad. The combination of a best-in-class syllabus, personalised mentorship by industry experts help you master the concepts of Machine Learning and AI. The online certification from one of the prestigious colleges in India, IIIT Bangalore. Moreover, every student may get a golden chance to pay off the huge amount of fees in easy, and low installments.

The ‘Data Analytics’ online certification course offers the opportunity for skill development,  analyzing, interpreting, and exploring data to generate insights and reports. The students are trained to make informed decisions with the analytical skills for data analysis and management. The online certification course is provided by the JainX Academy for students interested in learning and exploring the role of a data analyst.

The course instructors of this postgraduate program are Dr.Pallavi Kudal, Corporate Data Science Trainer at Pune, and Dr. D. Kumaresan, Faculty & SPSS Trainer. The students of this course are made to learn in a virtual environment aided by a blended form of learning consisting of both self-paced and live sessions. The classes are conducted for a period of eight months with six months of classes and two months of live project experience.

The ‘Data Analytics’ certification program ensures students with a course certificate after completing the course with professional development in data science.

Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. It’s increasingly important in today’s data-driven world. By taking a Data Science course, students can gain a strong foundation in data interpretation, analysis, and manipulation. They can learn how to use various tools and algorithms to handle data and solve complex problems.

The Professional Certificate Course in Data Science by Newton School is a comprehensive online programme designed for individuals who are interested in entering the field of Data Science. The duration of the course is 8-12 months, and it is delivered through live online classes. The course is designed to cater to beginners, starting from the very basics of Data Science.

No prior experience in data science or any related field is required to enrol for the Professional Certificate Course in Data Science. Newton School also provides placement assistance to the participants, with resume building mock interviews and more.

Also Read:

• Data Science Certification Courses 
• Data Visualization Certification Courses
• Data Science And Machine Learning Certification Courses

The Professional Certificate Program in Data Science and Business Analytics certification course offered is designed to equip learners with essential skills for making data-driven business decisions. The 31-week online programme provides over 300 hours of learning, including 20+ case studies, 50+ hours of live sessions, and graded assessments.

Participants will learn statistical analysis, predictive analytics using Python, and machine learning techniques. The Professional Certificate Program in Data Science and Business Analytics certification by upGrad in collaboration with the University of Maryland curriculum covers topics such as data cleaning, exploratory data analysis, and visualization using Python. The module also has topics like Tableau, linear regression, logistic regression, decision tree models, and clustering.

Upon successful completion of the Professional Certificate Program in Data Science and Business Analytics training, learners will receive a verified certificate. The programme also offers dedicated career assistance and an option to communicate with the Executive Post Graduate Programme in Data Science and Business Analytics.

To run a commerce association beneficially, the experts must see to it that no monetary dangers or financial risks influence their commerce. To consider the nature of the monetary dangers in-depth and to resolve the issues at times of their occurrences,  the Professional Certificate Program in Applied Financial Risk Management course covers all the data, aptitude and procedures one ought to know to spare the company from any budgetary misfortunes.

Online lectures will be held on Sundays so that the working proficients don't get stressed overseeing their work and study at the same time. The course will moreover counsel the learners on how to make investments in financial assets by taking into consideration the factors affecting budgetary hazards. They will be given the information about current money related risk variables, concepts and will be given commonsense information on different money related tools. 

After the completion of the certification course of PCP-AFRM, candidates will be able to recognise the budgetary dangers, would be able to analyse them and would be mindful of diverse procedures utilised to dodge having any budgetary dangers. In conclusion, by being commonplace with financial risk tools, they will be able to utilise the devices to oversee the monetary challenges confronted by the company. 

The Advanced Certification in Data Analytics for Business Certification Course is a specialized course provided by the faculty of IIT Madras exploring the core aspects of data architecture and business analytics. The course led by industrial experts aims to cover the fundamental features of data science and data analytics for business.

The Advanced Certification in Data Analytics for Business Live Course is taught over 7 months in a self-paced manner. The course will be handled by experienced mentors and academicians from the Indian Institute of Technology Madras in partnership with the specialists at Intellipaat. The course is particularly designed for both working professionals and freshers.

The Advanced Certification in Data Analytics for Business Training Course is delivered through live online videos, assignments, real-time industry projects, and case studies. Learners will also receive career support from the team at Intellipaat.

The Executive Certificate Programme in Business Analytics online courses is an executive study about the various principles of analytics that are significant for business development. The online program is provided by the S. P. Jain Institute of Management and Research, Mumbai (SPJIMR) in collaboration with the education platform Eruditus executive education. The course study is conducted online for seven months and the live sessions ought to be attended by the students for three hours every week on Saturdays.

The course enables students to discuss concepts of business analytics important for the decision-making process in industries. This program is coordinated by Prof. Aditi S. Divatia, Associate Professor of Information Management and the program faculty includes several eminent professionals who are experts of the domain.

The Executive Certificate Programme in Business Analytics training program is organized for the industry professionals and the learners are issued with the valuable course certificate and the executive alumni status.

Value Creation is the central focus of any business. Nowadays, corporate decisions influenced by Artificial Intelligence and Machine Learning (AIML) are creating considerable value for modern businesses. This new development has induced many new entrepreneurs to learn all the skills and theories related to Artificial Intelligence and implement the same in achieving business objectives. 

The Advanced Programme in Artificial Intelligence-Powered Marketing Certification will give the interested applicants the opportunity to analyse every aspect of Artificial Intelligence-powered Marketing. According to 72% of the marketers, the advent of AI in marketing has brought tremendous advancements in the corporate worlds. In other words, you can refer to it as a business advantage in the current scenario. 

One programme can change your whole mindset for business activities and the way of handling it in this competitive market. Working executives who have completed graduation or post-graduation in any field with relevant work experience can apply for the Advanced Programme in Artificial Intelligence-Powered Marketing Certification course by IIM Calcutta. 

With transformations in every industry sector, the creative industry is also changing. Earlier, its value was ignored in India due to the mindset that it cannot give much profit and one cannot make enough money from this sector. But with the advancement in perspectives and needs of people, this sector has made its place. Many initiatives have been taken to spread awareness regarding the need, profit and success of this industry. Now organisations and entrepreneurs are starting to look after the creative sector for positive outcomes. In the last few years, the rapid growth of creative and cultural businesses has been witnessed.

The creative and cultural businesses programme is well-designed for the entrepreneurs who want to establish new start-ups and businesses in this industry as well as for students who need a specialised understanding of the industry. It is also best suited for those who are already from this respective industry and want to take their business to new heights. Strategic thinking is not enough for growth in this industry, training and understanding the deep concepts are also required. This Creative and Cultural Businesses Programme by IIM Ahmedabad is structured in such a way that it will provide insights about this industry on a deeper level.

Today’s world is rapidly transforming into digital space, where businesses, organisations and individuals are dealing with zettabytes of data. The advancements in technology have created smart storage spaces to organise and store this structured as well as unstructured data, thereby reducing cost and facilitating instant access.

In the current digital era, companies and organisations are loaded with a colossal amount of data. It becomes extremely important for these companies to systematically explore and utilize the data. This is where the role of data science comes into play. Data Science makes use of science, mathematics, statistics and business domain knowledge to extract valuable insights from humongous amounts of data. Today, data science has assumed great significance as a core component for any business by facilitating well-informed and statistics-based decision making.

The Full Stack Data Science Program (FSDS) course by Jigsaw Academy is designed to impart knowledge and information on how to apply Data Science tools to resolve business problems. The FSDS is SSC NASSCOM accredited online/blended programme which will enable the learners to analyse structured and unstructured data using data science tools and techniques, and derive predictive models to resolve business complexities.

This course on Big data and data science is being conducted by IMT Ghaziabad. It will grant you post graduate Executive certification. In a country like India which, according to a recently done study by the c platform and the Analytics Magazine India, has become the world’s 2nd largest hub in the job field of analytics, a degree in Data Science and Big Data can improve your career prospects. Learning the trends and best practices along with the new-age tools like PYTHON, HADOOP and SAS can give you that required push for better advancements in the field of data science. 

Analytics and data science are emerging fields where the job market has almost doubled just in a year from 2018 - 2019. This is sharply in contrast to what the increase in the percentage of analytics jobs was in the years 2015 - 2017. Almost a 76% increase was seen from the year 2018 making it one of the in-demand fields for professionals. A predictive number of 50000 jobs are said to have been available for suitable candidates by some reports, however, a certain number cannot be ascertained. Huge top-tier companies such as Capgemini, IBM, Amazon, Goldman Sachs and many others have some of the highest numbers of job openings in the country.

With the rise in technologies in this new world, people and big companies are looking for learners with the proper skills to access new technologies. One of the modern technologies which have a deep impact on many businesses and workplaces is Blockchain. Blockchain has emerged as one of the technologies which are used in almost every large firm and workplace too. It has also emerged as one of the rising jobs across various job platforms including LinkedIn. 

Through this Advanced Certification Program in Blockchain and Distributed Ledger Technologies Course, learners will have access to everything about Blockchain technology, they will get to know about the technical skills and concepts of Blockchain and will have a proper understanding of its implementation and utility in the real world. They will also get a proper platform to perform their various skills and be properly trained. 

This course would also lead learners to self-development and grow different strategies. This Course will lead learners to high job opportunities and amazing exposure for the fieldwork. This course is a one-stop destination for anyone looking to learn about various aspects of Blockchain. 

The Executive Education Program Analytics for Finance & Accounting Professionals certification programme by Manipal Prolearn is ideally best suited for candidates who are looking forward to driving their career in Finance and Accounts domain. This is the only programme that covers a vast spectrum of areas such as finance and accounts value chain and many other areas. The institute had ensured that the programme is being prepared and conceptualised by expert faculties. 

This 6 months intensive training programme is ideally best in providing outcome-based and experiential learning to candidates. It integrates the concepts and applications as per the scenarios in the real world. The programme makes candidates capable of understanding the processes that increase operational efficiencies and aids in detecting frauds well beforehand. The candidates will learn how to mitigate the risks and further increase the revenues. The candidates will be able to take data-driven decisions and utilise the algorithms and techniques learnt during the programme. Esteemed faculties and industry experts conduct this programme. The faculties deliver this programme in an interactive manner which enhances the interest of candidates and further aid in increasing focus towards the learning part. 

The Executive Certificate Programme in Project Management offered by IIM Raipur from Talentedge has been designed such that the candidates learn the intricacies of project management. Managing a business today is challenging because of the rising complexity in businesses, increasing dynamism, and macro-environment. To find a competent project manager is of utmost importance in today’s world and this course aims for creating just that. 

Talentedge’s Executive Certificate Programme in Project Management is taught by Professor Ramkumar M, Professor Gopal Kumar, and Professor Sumeet Gupta who are top instructors. Under their guidance, the candidates will learn in-depth about project management, identify and manage risks, and apply project management practices in real-life scenarios.

The Executive Certificate Programme in Project Management training is a 6-month course and has classes that are held on weekends. It is an application-based course and will have plenty of projects and assignments to give the candidate industry knowledge regarding project management. The candidates, upon successful completion of the course, will receive a certificate of completion from IIM Raipur. 

Realizing the increase in data and demand due to digitalization in the Data Science space, the Data Science Course Training in Delhi focuses on enhancing the skills and abilities of students who are looking to become successful Data Science Professionals. 

This Data Science Course Training in Delhi offers both virtual classroom sessions and self-paced training where students can choose their preferred style of learning. After the Data Science training course in Delhi is completed, students will gain expertise which is equal to a Data Science professional. Data Science Course Training in Delhi syllabus each and every concept of Data Science like Data Cleansing, Data Transformation, Data Collection, Data Mining, Data Extraction, Data Visualization, and so on. Also, it teaches several skills and techniques like Python programming, Machine Learning, Hypothesis Testing, Neural Networks, Regression Modelling, Microsoft Azure, R-programming, Statistical Analysis, and so on.

Excel R has the best teaching faculty that ensures a masterclass learning experience for students. All the trainers are Data Scientists who are extremely skilled with over 15 years of experience. Most of the faculty are from prestigious institutions like IITs, IIMs, BITS Pilani, and so on. Students will get to work on various project works, assignments, and live-projects which will strengthen their technical skills and gain in-field experience. This Data Science Course Training in Delhi classes also provides an option for students to access e-learning such that students can watch the recorded sessions to recap and revise the topics or missed sessions. 

Given the fact that Excel R is the best institution for Data Science certification Course Training in Delhi, it is highly-advantageous for students who want to start their career in the field of Data Science.

The Certified Business Analytics/Data Science Course Training Programme provided by ExcelR imparts skills and knowledge to the participants in various concepts like basic statistics, ensemble techniques, model validation methods, probability, linear regression, logistic regression, association rules, decision tree, neural networks, text mining and natural language processing. 

This Certified Business Analytics/Data Science Course Training Programme classes help the candidate to gain hands-on experience by providing various assignments and case studies. This programme is a blend of case studies, theory and projects. Apart from the main content, value added contents are provided additionally. Basic concepts in Python, R, MySQL, Artificial intelligence, Hadoop and Spark are taught in brief.

The certification provided at the end of the Certified Business Analytics/Data Science Course Training stands as a proof for the candidate’s skills. The participant will receive a dual certificate from ExcelR and Steinbeis University. On completion of the programme, the candidate would also yield an alumni status of SGIT. This Certified Business Analytics/Data Science online programme redefines the career of the candidate in the analytics domain.

Financial Modeling in Excel Online certification Course is simply a tool that forecasts a business's financial performance surrounding all sectors into the future with the help of spreadsheet software such as MS Excel. The process of analyzing these figures and taking actions accordingly is exactly what you will learn in this course. The course will cover up a number of topics that will help the candidate for strategic planning in establishing and fulfilling financial goals. To achieve the target, the candidate will be guided on how to establish a proper action plan.

The course will also make it easier for the candidate to calculate the cost of new projects, decide on budgets & prevent financial losses. Furthermore, the candidate will be skilled in allocating the company’s resources and using them in the right places, driving carefully through risks by harnessing risk management, money assessment, and keeping a consistent ROI. IFMC Institute will serve the candidate with detailed explanation and comprehend practical training which will be helpful in self-assessing your skills based on your efforts. The candidate will get 13 recorded videos, each with a span of 6 hours approx. in the Hindi language by Mr. Puneet Grover.

The course of the XLRI executive development programme in people analytics is offered by the platform of times education empowers. This course is a 100 percent online course. The duration of the course is 6 months. The course offered here is a paid course. The enrolled candidate can achieve certification for this course as well. The enrolled candidate can achieve certification for this course after completing at least 75 percent of all experiential assignments to become eligible for the course completion certification. 

In addition to the experiential assignments candidate has to complete a mandatory individual project which will be based on evaluation in the sixth month. The course is designed under the supervision of experts and to achieve success in this course the candidate has to remain concentrated as well consistent during the course. The enrolled candidate can develop their own analytical theme and can use any package such as SAS, Stata, R, MPlus for analysis. The candidate who wishes to pursue this course does not need mathematical or statistical expertise. 

Developed by the NMIMS Global Access School for Continuing Education, the Certificate Program in IT Management online course provides its students with an overview of Information Systems. It accesses the basics of IT Management to trends and factors affecting the same. Spread across six months, candidates can choose a core specialization from enterprise solutions, emerging trends, and digital business.

Overall, the Certificate Program in IT Management syllabus lends the right specs to a student’s interest. For enterprise solutions specialization, study topics include IT projects and infrastructure management. In the emerging trends specialization, students will learn about cloud computing, augmented and virtual reality. Learners study digital payments and ERP pivotal e-business and e-governance in the digital business specialization. 

Professors Gita A Kumta, Shrikant Mullik, and Kalicharan Sabat are the mentors of the program. Post-completion, students will receive a Certificate Program in IT Management course after satisfying the requirements. They can build fulfilling careers in business development or product development within the Information Technology domain.

The Post-Graduate Program in Business Analytics & Data Science certification course is a full-time, six-month postgraduate programme offered by SSN SACE. Being among the popular courses in the category, the training is dynamically structured to have five months of interactive in-class lectures and an extra month for a corporate internship. The course curriculum covers concepts such as business statistics, machine learning, SQL, big data technology, Excel, and much more.

The Business Analytics & Data Science training aims to impart practical and theoretical knowledge about industry-related phrases and analytics tools. These include predictive, prescriptive, and descriptive analysis. Candidates will also learn about deep learning, data visualization, artificial intelligence, and Python. 

Candidates who qualify for the Post-Graduate Program in Business Analytics & Data Science training can hold responsibilities for several roles. These include data analysts, data engineers, machine learning engineers, business analysts, data scientists, data architects, and statisticians. Also, the course provider offers 100 percent placement assistance with India’s fortune 500 businesses to eligible candidates.

The "Post Graduate Program in Business Analysis" training program is a short-term online course that is provided as an initiative of Simplilearn in partnership with the University of Purdue University and IBM. This online course is a course designed specifically for Business Analysis.

The "Post Graduate Program in Business Analysis" Certification Syllabus gives deep knowledge of solving critical business problems using in-demand tools that are used by Agile teams. Here a majority of tasks done by business analysts is focused on tasks and techniques specific to the context of the initiative. Not only these candidates also are made to do case studies from IBM, and Harvard Business that add a real-world perspective.

This “Post Graduate Program in Business Analysis'' Certification gives candidate’s the luxury of attending Masterclasses from IBM and Purdue University and solving case studies from Harvard Business Publishing. So having this certificate on their resumes or CV’s will be an added advantage for their career in the long run.

As data science is all about extracting insights from data, statistics has become an indispensable knowledge area, as it primarily deals in data. However, the area of statistics is quite vast and requires a significant investment of time and effort to gain practitioner-level knowledge. This Statistics for Data Science online course is expressly designed to impart essential statistics knowledge to aspiring and practising data scientists.

The Statistics for the Data Science certification course takes a hands-on approach by applying statistics concepts through various real-life case studies on the python platform. This enables you to learn key statistical concepts in the shortest and most efficient way. The syllabus tackles concepts like inferential statistics, descriptive statistics, EDA, harnessing data, correlation, and regression.

The best part about the Statistics for the Data Science classes programme is that you receive an IABAC board certificate when you complete it, which can provide a significant flair to your resume or portfolio. In a nutshell, DataMites offers high-quality training with a hands-on, case study-based approach aligned with international standards. 

The Post Graduate Program in Data Science online course is co-created and offered by Edu plus now and the Indian Statistical Institute, Pune, in collaboration with industry professionals. The course follows a weekend batch module, candidates must attend the 8 am to 1 pm class for the duration of 9 months to complete the Post Graduate Program in Data Science training.

The customized Post Graduate Program in Data Science syllabus includes SQL, functional analytics, Data Analysis, Regression Modeling, Text Mining, Hypothesis Testing, Machine Learning using R, Predictive Analytics, Python, Neural Networks, Deep Learning, Natural Language Processing, Tableau, Predictive Modeling, Big Data Hadoop, Apache Spark and other skills that will help candidates obtain in-demand skills and launch a career as a skilled data scientist.

The Post Graduate Program in Data Science online training includes various projects such as Market & Customer Analytics, Information Technology, Human resource management, Retail Management, Supply Chain Management, Finance, Healthcare Management, Insurance, Sales, Research & Development, etc.

The Practical Approach to Data Mining and Analytics online certification course is offered for the candidates to develop an understanding of the basic to advanced level concepts and principles of data mining and data analytics for processing and transferring data effectively for decision making. This certification course is provided by the TCS iON digital learning hub and this honors certification improves the skills and knowledge of data analysis in the students.

The course curriculum comprises several theoretical and practical methodologies that allow students to gain competence in data management in the business industry. The students of the online program are given academic and industrial guidance from mentors like Dr. Rajendra Pamula (Assistant professor in computer science and engineering) and Sugato Samanta(domain consultant in the Tata Consultancy Services). The students of the ‘Practical Approach to Data Mining and Analytics’ online training program will be given digital certificates according to their qualifications. The course duration is planned for five to six months.

The ‘Certificate Program in Operations Management’ online course is delivered for the students to gain perspectives on the processes involved in business functions and business management in organizations. This online certification program is provided by the NMIMS Global Access School for Continuing Education and the duration of this program is planned to be held up to six months.

The students of this program are trained to upskill themselves and to build their understanding of the business operations and services. The classes are held online through interactive ways of learning aided by lectures and other resources based on the delivery modes. The course instructor for the online classes is an academic and industrial professional, Prof Rahul Goyal( an expert in demand planning). The candidates are given opportunities from several companies after the program to establish their careers. The ‘Certificate Program in Operations Management’ online training enables students to get the course certificate after completion of the course study.

The ‘Professional Certificate in Data Science’ online training is a study of the aspects of data science, statistical tools, and techniques for critical data analysis to solve business problems and enhance business communication. This online certification course for eligible students is provided by the NMIMS Global Access School for Continuing Education. The course duration for this online program is six months and the students of this course are enabled to learn through the virtual learning environment.

The course curriculum is presented to the students in two terms and the instructors to guide the students are academic and industrial professionals, Dr. Dakshinamurthy Kolluru, Dr. Manoj Duse, Dr. Brinda Sampat, Prof. Anuradha Sharma, Dr. L. Srinivasa Varadharajan, Dr. Venkatesh Sunkad, Prof.  Ashwin Ganesan, Dr. Anand Narasimhamurthy, Dr. Anand Jayaraman, and Dr. Suryaprakash Kompalli. 

The ‘Professional Certificate in Data Science’ online course enables students to gain expertise in the field of data science with the help of programming and other tools.

The Business Analytics for Strategic Decision Making certification course is designed to equip professionals with essential skills in data analytics. This course also helps to enable participants to make informed and data-driven decisions for their organizations. Through this programme, participants will learn the fundamentals of business analytics, statistics, data visualization, predictive and prescriptive analytics, and machine learning. 

Business Analytics For Strategic Decision Making certification by Simplilearn in collaboration with the IIT Roorkee offers a great learning experience with self-paced videos, masterclasses, and hands-on projects. With the help of this course, participants will gain industry-recognized certificates from IIT Roorkee and IBM, enhancing their credibility in the job market. 

Business Analytics For Strategic Decision Making training provides real-world applications and case-based learning. The curriculum makes it ideal for mid-to-senior level managers and C-suite executives to use data analytics to drive business growth. This certification course is 6 months and is provided in a blended format. 

Read more: Business Analytics Courses & Certifications

The Professional Certificate in Business Analytics and Data-Driven Decision Making is a course taught by IIM Visakhapatnam on the online learning provider Times Pro. This professional course has a duration of 6 months, and the class timing is Sunday for 3 hours. This course offers a deep understanding of the nature, and concepts of data analytics. 

The Professional Certificate in Business Analytics and Data-Driven Decision Making training has a focus on exploring and exploiting different tactical frameworks that makes business more competitive both locally, and globally. The course will also cover methodological, conceptual, and procedural topics in different aspects of both traditional statistics and newer approaches like machine learning and deep learning.