The TechMaster Certificate Program in Data Science & Artificial Intelligence

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Program

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The TechMaster Certificate Program in Data Science & Artificial Intelligence

This 11-month TechMaster Certificate Program opens the door to exciting opportunities in artificial intelligence(AI) and data science. Work through the fundamentals to an advanced level of understanding to kick-start your career with job-ready skills

Instructor-Led

ADVANCED

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Duration

11 months

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Fee

The fields of AI and data science are exploding. Organizations of all sizes are hunting for professionals with strong human skills and technical competency in statistical analysis, automation, machine learning, deep learning, big data, and data visualization. In fact, research has shown that nearly half of businesses are recruiting for data and analytics roles, alone1. However, there is a problem. Nearly half of those have struggled to fill their vacancies. This is a tough challenge for industry, but a great opportunity for professionals with the right tech and human skills.

This 11-month TechMaster Certificate Program provides data science and AI certifications that open the door to exciting opportunities in these fast-moving fields. The curriculum is designed to give you the industry-specific technical skills, critical soft skills, and platform-specific certifications employers are looking for.

As you work through the program, your knowledge will build from a fundamental base to the advanced level of understanding employers need. You will also have the opportunity to earn data science and AI certifications from our industry partners, IBM and Microsoft. And you will complete a valuable progressive capstone project that will evidence the practical skills you have learned. Most significantly, however, you will build job-ready technical and human skills you can use straight away for a rewarding career.

This technology-focused program is ideally suited to students and professionals who have not yet studied AI and data science but are interested in developing a career in these fields. The program will build your skills and knowledge to the advanced level you need to be ready to work as soon as you graduate.

1 Source: Marketingtechnews.net

This 11-month TechMaster Certificate Program comprises 15 purposely designed courses that take you on a journey from fundamentals to advanced learning.

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, through our innovative approach, you will enjoy learning via the cutting-edge technology of the Metaverse. The realistic classroom environment and interactive capabilities will enable you to participate and actively engage with your peers, instructors, and mentors as you learn.

However, we do understand that learners need flexibility. Whether you’re doing a degree, working full time, or managing a busy family, building skills for a new job is only achievable with online training that fits in with your schedule. To help, we offer training in batches that suit different lifestyles.

This includes:

  • Instructor-led training sessions either during the weekend, weekdays, or evenings.
  • A learning pace that matches the number of hours per week you have available. E.g. from 2 hrs per week to 20 hours per week... you choose.
  • Mentoring support on hand at every step to keep you on track and motivated.

You will able to:

  • Perform data analysis: data collection, extraction, query, cleaning, and aggregation.
  • Use SQL and Git: gather, store, and organize data.
  • Perform visual and statistical analysis on data.
  • Build and implement machine learning models and algorithms.
  • Gain insights from data using question, modeling, and validation problem-solving processes.
  • Use YARN, Hadoop, MapReduce.
  • Use TensorFlow for curvefitting, regression, classification, and the minimization of errors.
  • Apply TensorFlow for backpropagation to tune weights and biases while neural networks are being trained.
  • Understand deep architecture: convolutional networks, recurrent networks, and autoencoders.
  • Understand key concepts in Azure: cloud concepts, Azure services, Azure workloads, security, pricing, support, and privacy in Azure.
  • Understand key concepts in Azure AI: computer vision, natural language processing, knowledge mining, Azure Cognitive Services, Microsoft Bot Framework, and conversational AI solutions.
  • Operate machine learning solutions at cloud scale using Azure Machine Learning.
  • Use Python for machine learning in Microsoft Azure.
  • Use Azure Databricks.
  • Integrate Databricks machine learning processes with Azure Machine Learning.
  • Use PowerBI: modeling, visualizing, and analyzing data.

  • Graduates with a bachelor’s degree.
  • IT professionals looking to transition into AI and data science.
  • Developers or project managers seeking to extend their technical skills to include AI and data science.
  • Technology students keen to augment their degree learning with AI and data science knowledge.

No experience is required. This TechMaster Certificate Program is specifically designed for individuals who are interested in tech and want to develop a career in AI and data science. You do not need to have a computer science degree to enroll. Instead, this program will provide you with the advanced-level competencies, certifications, and practical experience employers are looking for. If you have strong analytical skills, and enjoy critical thinking and working in a team, this program will get you ready for your first role as soon as you graduate.

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 resumé and LinkedIn profile.

  • 1 x SkillUp Online TechMaster Certificate
  • 4 x IBM Certificates
  • 1 x FutureSkills Prime Certificate
  • Mapping to 4 x Microsoft Certifications

This program will prepare you for taking 4 key Microsoft certification exams. These exams must be taken externally through Pearson Vue. We will provide you with vouchers for the exams.

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.

Once you have successfully completed this TechMaster Certificate Program, our career guidance service will begin. This will include:

FOR ALL LEARNERS

A tech skills assessment & mock interview.

  • A technical assessment test to gauge your skills level. This will ensure we provide the career mentoring you need.
  • Pre-employability training
  • Mock HR interviews
  • Mock technical interviews

7-day Finishing School Program.

  • Resume and online profile preparation
  • Further mock HR and technical interviews
  • Interview coaching
  • Individual counselling

FOR LEARNERS IN INDIA

Career mentoring for accelerated personal and professional growth.

  • 1-on-1 guidance from our Placement Assistance Team
  • Access to internship opportunities
  • Access to job opportunities in top organizations

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-on-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:

  • - Real-time feedback and support from qualified instructors.
  • 1-on-1 mentoring support for query resolution and guidance.
  • Actively managed discussion space support.
  • Constructive and timely progress monitoring.
  • Regular formative and summative assessments.
  • Industry expert sessions introducing the corporate environment.

Program Outline

Dive into the fundamentals of AI. Immerse yourself in the basic principles of data structure and data visualization. Develop a practical understanding of Python as an AI tool.

Topic Covered:

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Introduction to artificial intelligence

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Database concepts

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AI programming fundamentals: Python

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AI statistics - Python

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Data visualization with Python

Course ID : course-v1:SkillUp+SKOAI101-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Discover the world of data science, its applications and use cases. Explore key data science concepts including big data, data mining, machine learning, and deep learning.

Topic Covered:

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Defining data science

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What data scientists do

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Big data and data mining

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Deep learning and machine learning

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Data science in business

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Careers and recruiting in data science

Course ID : course-v1:IBM+DS0101EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Build your knowledge of the fundamentals of Python. Solve real-world problems in Python through hands-on exercises.

Topic Covered:

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Python basics

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Python data structures

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Python programming fundamentals

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Working with data in Python

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Working with NumPy arrays.

Course ID : course-v1:IBM+PY0101EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Gain practical, hands-on experience working with SQL in a data science environment. Use Jupyter Notebooks to perform SQL access to relational databases.

Topic Covered:

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Introduction to databases and basic SQL

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Basic SQL

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String patterns, ranges, sorting, and grouping

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Functions, sub-queries, multiple tables

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Accessing databases using Python

Course ID : course-v1:IBM+DB0201EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Learn how to analyze data using Python. Discover how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, and predict future trends from data.

Topic Covered:

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Importing datasets

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Data wrangling

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Exploratory data analysis

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Model development

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Model evaluation

Course ID : course-v1:IBM+DA0101EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Learn how to present data using key libraries in Python. Explore pie charts, waffle charts, scatter plots, and bubble plots, and discover how to visualize geospatial data. Plus, get free access to IBM Watson Studio.

Topic Covered:

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Introduction to visualization tools

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Basic visualization tools

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Specialized visualization tools

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Advanced visualization tools

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Creating maps and visualizing geospatial data

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Creating dashboards with Plotly and Dash

Course ID : course-v1:IBM+DV0101EN-Skilllup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Learn the fundamentals of machine learning using Python. Discover how to uncover hidden insights, predict future trends, and create prototypes.

Topic Covered:

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Introduction to machine learning

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Regression

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Classification

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Clustering

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Recommender systems

Course ID : course-v1:IBM+ML0101EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Discover what deep learning is and how it is used. Explore the concept of neural networks and learn about MapReduce, Hadoop, and YARN.

Topic Covered:

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Introduction to deep learning

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Deep learning models

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Deep learning platforms and libraries

Course ID : course-v1:IBM+ML0115EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Build skills and get hands-on experience using TensorFlow. Explore its main functions and operations, and investigate different types of deep architecture, including convolutional networks, recurrent networks, and autoencoders.

Topic Covered:

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Introduction to TensorFlow

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Convolutional networks

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Recurrent neural networks

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Unsupervised learning

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Autoencoders

Course ID : course-v1:IBM+ML0120EN-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Explore key concepts in Azure, including cloud concepts, core Azure services, and Azure management and governance features and tools.

Topic Covered:

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Cloud concepts

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Core Azure services

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Core solutions

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General security and networking features

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Identity, governance, privacy, and compliance

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Azure pricing and lifecycle

Course ID : course-v1:SkillUp+SKOAZ900ILT-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Explore key concepts in Azure AI, including computer vision, natural language processing, and knowledge mining. Learn about Azure Cognitive Services, Microsoft Bot Framework, and conversational AI solutions.

Topic Covered:

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Introduction to AI on Azure

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Developing AI apps with Cognitive Services

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Getting started with natural language processing

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Building speech-enabled applications

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Creating language understanding solutions

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Building a QnA solution

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Conversational AI and the Azure Bot Service

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Getting started with computer vision

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Developing custom vision solutions

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Detecting, analyzing, and recognizing faces

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Reading text in images and documents

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Creating a knowledge mining solution

Course ID : course-v1:SkillUp+SKOAI102ILT-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. Leverage your existing knowledge of Python for machine learning in Microsoft Azure.

Topic Covered:

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Getting started with Azure Machine Learning

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Visual tools for machine learning

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Running experiments and training models

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Working with data

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Working with compute

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Orchestrating operations with pipelines

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Deploying and consuming models

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Training optimal models

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Responsible machine learning

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Monitoring models

Course ID : course-v1:SkillUp+SKODP100ILT-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Learn how to use Azure Databricks to explore, prepare, and model data. Build the valuable skills required to integrate Databricks machine learning processes with Azure Machine Learning.

Topic Covered:

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Introduction to Azure Databricks

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Training and evaluating machine learning models

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Managing experiments and models

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Integrating Azure Databricks and Azure Machine Learning

Course ID : course-v1:SkillUp+SKODP090ILT-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Improve your communication, leadership, problem solving, and analytical skills, plus prepare for interviews once youve completed this program.

Topic Covered:

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Interview preparation

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Resum writing

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Personal grooming

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Expectation management

Course ID : course-v1:SkillUp+HST-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

Complete a capstone project that will showcase your new skills and knowledge through practical application. This project presents you with a real-world challenge. Once you've successfully completed the project, will be able to evidence your understanding of the subject matter in interviews and on your resum.

Topic Covered:

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04 Projects

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01 Final capstone project

Course ID : course-v1:SkillUp+Capstone-Skillup-TechMaster+2022
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You can choose to enroll for this individual course.  Click here to see course details.

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Earn your certificate

Once you have completed this course, you will earn your certificate.

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Why Learn with SkillUp Online?

We believe every learner is an individual and every course is an opportunity to build job-ready skills. Through our human-centered approach to learning, we will empower you to fulfil your professional and personal goals and enjoy career success.

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Reskilling into tech? We’ll support you.

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Upskilling for promotion? We’ll help you.

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Cross-skilling for your career? We’ll guide you.

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Personalized Mentoring & Support

1-on-1 mentoring, live classes, webinars, weekly feedback, peer discussion, and much more.

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Practical Experience

Hands-on labs and projects tackling real-world challenges. Great for your resumé and LinkedIn profile.

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Best-in-Class Course Content

Designed by the industry for the industry so you can build job-ready skills.

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Job-Ready Skills Focus

Competency building and global certifications employers are actively looking for.

Program Offering

certificate

Type of certificate

1 x SkillUp Online TechMaster Certificate

4 x IBM Certificates

1 x FutureSkills Prime Certificate

Mapping to 4 x Microsoft Certifications

course

About this program

15 Courses

includes

Includes

Discussion space

177 Hours virtual instructor-led

250 Hours self-paced

119 hours hands-on labs

16 Hours human skills

1-on-1 mentoring

04 Projects

01 Final capstone project

Career services

create

Create

Jupyter Notebook using IBM Watson Studio with Python

Analyzing and prediction model

Charts, maps, & dashboards

Future prediction model

Recurrent neural network

Restricted Boltzmann machine

Deep belief network

Virtual machine

Azure account

Function application

LUIS app

Bot QnA maker

Datastores, datasets, & pipelines

Real-time inferencing service

Batch inferencing service

exercises

Exercises to explore

MongoDB - SQL & NoSQL

Python

Visual recognition with IBM Watson

IBM Watson

SQL & database

Exploratory data analysis

Model development, evaluation and refinement

Regression, classification & clustering

Recommender systems

Deep learning

TensorFlow

Azure portal

Visual Studio code

.NET Core SDK

C++ Redistributable

Node.JS

Azure Databricks

You’ll learn with these experts

profile-image

Benjamin Flower

Director of Leadership Development, SkillUp Technology

View on LinkedIn
profile-image

Rav Ahuja

Global Program Director

View on LinkedIn
profile-image

Joseph Santarcangelo

PhD., Data Scientist at IBM

View on LinkedIn
profile-image

Microsoft

This course is led by experienced Microsoft Certified Trainers (MCTs).

View on LinkedIn
profile-image

Saeed Aghabozorgi

Sr. Data Scientist

View on LinkedIn

Newsletters & Updates

Subscribe to get the latest tech career trends, guidance, and tips in your inbox.

FAQs

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.

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.

The hands-on practicals 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 practicals.

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.

We post recordings of the live sessions included in the artificial intelligence and data science 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.

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.

Your internet speed should be a minimum of 512Kbps.

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 practicals, you will need a PC/laptop.

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.

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 vizualize 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. 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.

program-image

Program Offering

certificate

Type of certificate

1 x SkillUp Online TechMaster Certificate

4 x IBM Certificates

1 x FutureSkills Prime Certificate

Mapping to 4 x Microsoft Certifications

course

About this program

15 Courses

includes

Includes

Discussion space

177 Hours virtual instructor-led

250 Hours self-paced

119 hours hands-on labs

16 Hours human skills

1-on-1 mentoring

04 Projects

01 Final capstone project

Career services

create

Create

Jupyter Notebook using IBM Watson Studio with Python

Analyzing and prediction model

Charts, maps, & dashboards

Future prediction model

Recurrent neural network

Restricted Boltzmann machine

Deep belief network

Virtual machine

Azure account

Function application

LUIS app

Bot QnA maker

Datastores, datasets, & pipelines

Real-time inferencing service

Batch inferencing service

exercises

Exercises to explore

MongoDB - SQL & NoSQL

Python

Visual recognition with IBM Watson

IBM Watson

SQL & database

Exploratory data analysis

Model development, evaluation and refinement

Regression, classification & clustering

Recommender systems

Deep learning

TensorFlow

Azure portal

Visual Studio code

.NET Core SDK

C++ Redistributable

Node.JS

Azure Databricks

You’ll learn with these experts

profile-image

Benjamin Flower

Director of Leadership Development, SkillUp Technology

View on LinkedIn
profile-image

Rav Ahuja

Global Program Director

View on LinkedIn
profile-image

Joseph Santarcangelo

PhD., Data Scientist at IBM

View on LinkedIn
profile-image

Microsoft

This course is led by experienced Microsoft Certified Trainers (MCTs).

View on LinkedIn
profile-image

Saeed Aghabozorgi

Sr. Data Scientist

View on LinkedIn

Newsletters & Updates

Subscribe to get the latest tech career trends, guidance, and tips in your inbox.