Data Science and artificial intelligence course

Introduction to AI and Data Science

Python for Data Science

TechMaster US - SQL for Data Science

Statistics for Data Science

Dimension Reduction & Feature Engineering

Supervised Learning

Unsupervised Learning

Reinforcement Learning

TechMaster US - Deep Learning with TensorFlow

TechMaster US - AI-102: Designing and Implementing a Microsoft Azure AI Solution

TechMaster US - DP-100: Designing and Implementing a Data Science solution on Azure

Generative AI, Prompt Engineering, and ChatGPT

Computer Vision

Natural Language Processing (NLP)

TechMaster - Capstone Project

Training is delivered using live and interactive virtual instructor-led sessions conducted by our subject matter experts. Self-paced learning is supported by our mentoring team for each of the artificial intelligence and data science courses included in this program. In this TechMaster Certificate Program in Artificial Intelligence (AI) with Data Science, you will engage in interactive exercises and projects, ensuring a comprehensive grasp of both the concepts and their practical implications. The program introduces you to the fundamentals of both AI and data science and then builds your skills and knowledge to an advanced level, so you are ready to work in AI.

How will the training be delivered for this TechMaster Certificate Program in Artificial Intelligence (AI) with Data Science program?

Yes, you will be learning generative AI in this program. The demand for generative AI skills is skyrocketing in today's tech-driven landscape. According to Techopedia, it's projected that AI's growth will contribute a staggering $15.7 trillion to the global economy by 2030. Notably, the introduction of ChatGPT, a type of generative AI, has also significantly accelerated the expansion of this field. Additionally, a Forbes study reveals that a remarkable 97% of business owners anticipate a positive impact on their operations from the adoption of ChatGPT.

Will I be learning generative AI in this program? Is generative AI in high demand in the job market?

Yes, data science and artificial intelligence (AI) jobs are highly valued in today's job market. They offer competitive salaries, opportunities for career advancement, and the chance to work on cutting-edge technologies that drive innovation across industries.

Are data science and artificial intelligence jobs worth it?

Yes, the TechMaster Certificate Program in Artificial Intelligence (AI) with Data Science program is highly suitable for you. It covers both data science and artificial intelligence comprehensively, providing you with the skills and knowledge needed to excel in these fields. The program includes hands-on labs, tailored projects, and capstone projects, ensuring you gain practical experience and industry-relevant skills.

I am looking for a data science and artificial intelligence course. Is this course suitable for me?

While not strictly necessary, learning artificial intelligence (AI) can significantly enhance your capabilities as a data scientist. AI techniques, such as machine learning and deep learning, are increasingly used to derive insights from complex datasets and automate decision-making processes. Proficiency in AI can open more job opportunities and enable you to tackle more advanced data science challenges effectively.

Is it necessary to learn artificial intelligence for data science?

During the live sessions, learners can post questions to the instructor using the live chat option. Additionally, the training platform has various tools that enable learners to get the attention of a mentor so they can ask a question.

What if I don’t understand the topic or a concept being taught during this data science and AI certification program?

The hands-on practical's are conducted using online virtual labs. All you need is a PC or a laptop with an internet connection. We will provide you with a login ID to access and do the practical's.

How will the hands-on lab sessions be conducted? What equipment do I need to take part in hands-on lab sessions for the data science and artificial intelligence courses included in this program?

Our Mentoring Team is available to answer your queries through live chat or email. If required, the team can solve your queries using remote desktop support.

How will I get help if I get stuck when I am doing practicals for this data science and AI certification program?

We post recordings of the live sessions included in the data science and artificial intelligence courses in this program on the Learning Management System (LMS). You will be able to visit the LMS to view recordings if you miss a session. The recordings will be available to help with revision too before your final exam.

What support will I get if I miss a virtual instructor-led session?

The study material and session recordings will be available throughout the duration of the program. You will be able to access them as many times as you want.

How long will I have access to the recordings and study material for each data science and artificial intelligence course included in this certification program?

Your internet speed should be a minimum of 512Kbps.

What internet speed is required?

To attend the live video streaming sessions, view session recordings, and access learning materials for each of the artificial intelligence and data science course included in this program, you can use your mobile phone. A smartphone that is 4G enabled is required. However, to do the hands-on labs and practical's, you will need a PC/laptop.

Do I need to have a PC/laptop, or I can use my mobile to participate in the training sessions?

The live video streaming sessions use the concept of a virtual classroom in a metaverse environment. Learners attend live sessions with an instructor present and receive training as if they are attending the session in a classroom. The sessions are supplemented by virtual labs and post-session technical support to resolve all queries. E-learning platforms do not provide live training sessions. The content hosted on an E-learning platform is static.

How is this training methodology different from E-learning?

AI and data science specialists are crucial in today’s business environment. Companies in all industries, from eCommerce, to finance, retail, transport, manufacturing, and healthcare are searching for new talent that can compile, analyze, and visualize data to glean powerful insights. To enhance effectiveness and efficiency, AI specialists are responsible for setting up new apps and systems that use AI to make smarter judgments. This, in turn, boosts profit, enhances customer relationships, and reduces costs. Moreover, with the launch of Open AI’s generative AI model ‘ChatGPT’ in the market, companies are now keen to explore further the possibilities of what AI can do. Data scientists work collaboratively with business stakeholders to figure out how data can help them accomplish their goals. They create algorithms and prediction models to extract the required data for a given objective and then analyze the data, create meaningful visual reports, and share information.

How is AI, along with data science, influencing the growth of various industries?

SkillUp Online TechMaster offers you the opportunity to get started in data science and artificial intelligence. You'll learn about the basics and then build your skills and knowledge to advanced level. Enroll today and get started on your journey to becoming a tech master!

Data science and AI Certification Course | Techmaster Certification - SkillUp Online

With 90% of leading organizations now investing in AI (Grand View Research), building skills in this fast-moving field is a great way way to future-proof your career.This technology-focused program is ideally suited to tech professionals who are seeking to transition to a career in AI. It is specifically designed to provide you with the in-demand skills, practical understanding, and certifications employers are actively looking for.As you progress through the modules, the program introduces you to the fundamentals of both AI and data science and then builds your skills and knowledge to an advanced level, so you are ready to work in AI as soon as you graduate. In this TechMaster Certificate Program in Artificial Intelligence (AI) with Data Science, you will not only acquire theoretical understanding but also dive into practical application, gaining invaluable hands-on experience.You gain the in-depth understanding of AI technologies and the underpinning knowledge of data science with AI that you need for a successful career in this field. You complete hands-on labs, platform-specific projects, and an industry-oriented capstone project. Plus, you get valuable opportunities to earn certifications from our partners, Microsoft and IBM.By the end of the program, you then have a resume that will catch the eye of a prospective employer.

Program Overview

This 6-month TechMaster Certificate Program comprises 15 artificial intelligence and data science courses that take you on a journey from the fundamentals to an advanced skill level.Our proven learning methodology blends the best that instructor-led training and self-paced learning have to offer. Leveraging the power of instructor feedback, mentor-supported hands-on practice, and additional home-based studying, you will build the deep technical and practical understanding today’s employers are looking for.Additionally, you will enjoy learning via an interactive online classroom environment where you will be able to participate and actively engage with your peers, instructors, and mentors. Plus, you will get the opportunity to earn recognized AI and data science certifications which will help your resume and LinkedIn profile stand out.The materials for each module are accessible from the start of each course and will remain available for the duration of your enrollment. Methods of learning and assessment will include reading material, hands-on labs, and online practice exam questions.As part of our mentoring service, you will have access to valuable guidance and support throughout the program. We provide a dedicated discussion space where you can ask questions, chat with your peers, and resolve issues. And as part of our career services, you will get guidance on how to boost your profile and prepare for interviews. Further details are below.

How It Works

You will:<ul><li>Understand how to apply and leverage AI and data science concepts.</li><li>Be able to write Python scripts with NumPy and Pandas for data analysis.</li><li>Be able to use Python libraries, say, Matplotlib, and Seaborn for data visualization.</li><li>Use NumPy and Pandas for data manipulation and Matplotlib and Seaborn for data visualization, enabling effective data analysis.</li><li>Understand SQL fundamentals and advanced query techniques, including set operations, optimization, and database design principles.</li><li>Be able to apply advanced SQL concepts such as procedures, triggers, and integrations to develop sophisticated database solutions.</li><li>Be able to analyze datasets using statistical techniques such as calculating descriptive statistics, creating visualizations for exploratory data analysis, and identifying patterns and trends in data.</li><li>Be able to solve probability problems to understand and apply different probability distributions.</li><li>Be able to conduct statistical inference, including hypothesis testing.</li><li>Be able to apply dimensionality reduction techniques to simplify datasets, while preserving important information and improving model efficiency and performance.</li><li>Be able to analyze data for feature selection and handle missing data and outliers to enhance model accuracy and interpretability.</li><li>Be able to use scaling techniques such as min-max scaling to scale features to a similar range, reducing the impact of different scales on model training.</li><li>Be able to solve regression and classification problems using datasets, and apply techniques such as linear regression, logistic regression, decision trees, and support vector machines.</li><li>Be able to apply clustering algorithms such as K-means to group similar data points together and use clustering for customer segmentation and pattern recognition.</li><li>Be able to use principal component analysis (PCA) or t-SNE to reduce the dimensionality of datasets, visualize high-dimensional data in lower dimensions, and improve model performance.</li><li>Be able to apply Markov decision processes, dynamic programming, Deep Q-Networks, Monte Carlo methods, and temporal difference learning in real-world scenarios.</li><li>Be able to analyze and evaluate the effectiveness of these methods.</li><li>Be able to apply neural network architectures such as CNNs and RNNs to solve complex problems.</li><li>Be able to apply Azure AI services for text and speech processing, image and video analysis, bot development, and cognitive search.</li><li>Be proficient in AI solution development on Azure through the use of Azure AI services.</li><li>Demonstrate proficiency in AI solution development on Azure through the use of Azure AI services.</li><li>Be able to design data ingestion, model training, and deployment solutions in Azure Machine Learning, using workspace resources and developer tools effectively.</li><li>Be able to apply machine learning concepts, including automated ML, hyperparameter tuning, and model deployment, to develop and deploy models in Azure.</li><li>Understand generative AI concepts, including Generative Adversarial Networks (GANs), and how they are used to create content.</li><li>Apply ChatGPT and prompt engineering techniques to generate human-like text and engage with users effectively, demonstrating proficiency in natural language generation.</li><li>Be able to apply computer vision concepts such as image processing, object detection, and recognition, as well as Convolutional Neural Networks (CNNs) for image analysis.</li><li>Be able to use text preprocessing techniques, text representation methods, and applications of NLP, to enable the analysis and understanding of textual data.</li></ul>

Skills You Will Gain

This program is ideal for working tech professionals and tech-oriented career switchers keen to build a career in AI. Ideal candidates include:<ul><li>Technology students with a keen interest in hands-on AI.</li><li>Tech enthusiasts seeking to implement AI in their work.</li><li>IT professionals looking to transition onto an AI career pathway.</li><li>Software developers seeking to extend their technical skills to include AI.</li></ul>

Who Should Enroll On This Program

You will benefit most from this program if you have the following:<ul><li>A technical education or a technical career background</li><li>Knowledge of/experience in programming languages such as Python and Java</li><li>Knowledge of/experience in statistics</li><li>2+ years of work experience recommended</li></ul>

Prerequisites

Once you have successfully completed this TechMaster Certificate Program, you will be awarded a series of globally recognized certificates. These certificates provide validation of your knowledge, job-ready skills, and practical experience, and make a valuable addition to your resume and LinkedIn profile.  Plus, you can gain continuing education credits that confirm your ongoing commitment to developing your knowledge and professional skills.<ul><li>1 SkillUp Online TechMaster Certificate</li><li>3 IBM certifications</li><li>Skill development and mapping to 2 industry-recognized Microsoft certifications</li><li>Continuing education credits</li>This program will prepare you for taking 2 key Microsoft certification exams. These exams must be taken externally through Pearson Vue.

Industry-Recognized Certifications

Finely tuned soft skills are critical for success in both professional and personal life.Research carried out by Wonderlic has shown that 97% of employers believe soft skills affect job performance. Now, professionals with strong human skills are often favored in job applications and interviews. This TechMaster Certificate Program includes targeted sessions from our popular human skills courses. These sessions will improve your communication, leadership, problem solving, and analytical skills, plus they will prepare you for interviews once you’ve completed the program.

Human Skills Training

Once you have successfully completed this TechMaster Certificate Program, our career guidance service will begin. This will include:A Tech Skills Assessment & Mock Interview<ul><li>- A technical assessment test to gauge your skills level - this will ensure we provide the career mentoring you need</li><li>- Pre-employability training</li><li>- Mock HR interviews</li><li>- Mock technical interviews</li></ul>7-day Finishing School Program.<ul><li>- Resume and online profile preparation</li><li>- Further mock HR and technical interviews</li><li>- Interview coaching</li><li>- Individual counselling</li></ul>

Career Guidance

Our mentors are specialists in their technical fields. They have the experience and expertise required to understand the challenges you face as you tackle complex technical subject matter.To support you as you learn, not only will you get real-time feedback from experienced instructors, but also 1-to-1 mentoring assistance that enhances your understanding. Our mentors are on-call to help as you build your practical experience in the hands-on labs. They’ll also be contactable through our popular discussion spaces. Plus, they’ll monitor your progress and provide constructive and timely feedback to ensure you complete the program.You'll benefit from:<ul><li>- Real-time feedback and support from qualified instructors.</li><li>- 1-to-1 mentoring support for query resolution and guidance.</li><li>- Actively managed discussion space support.</li><li>- Constructive and timely progress monitoring.</li><li>- Regular formative and summative assessments.</li><li>- Industry expert sessions introducing the corporate environment.</li></ul>

Personalized Mentoring & Instructor Feedback

Open the door to exciting career opportunities in artificial intelligence. Leverage your tech background to cross-skill into AI and build your knowledge to an advanced level so you're job-ready with AI and data science certifications from IBM and Microsoft.