Introduction to Data Science and AI using Python Courses South Africa
Introduction to Data Science and AI using Python Courses South Africa
December 14, 2022 Comments Off on Introduction to Data Science and AI using Python Courses South AfricaIntroduction to Data Science and AI using Python Courses South Africa
Data Science and AI Training – South Africa
South Africa is a country on the southernmost tip of the African continent, marked by several distinct ecosystems. Inland safari destination Kruger National Park is populated by big game. The Western Cape offers beaches, lush winelands around Stellenbosch and Paarl, craggy cliffs at the Cape of Good Hope, forest and lagoons along the Garden Route, and the city of Cape Town, beneath flat-topped Table Mountain.
Our range of AI Training Courses South Africa accelerate students to learn popular skills required to become a successful Artificial Intelligence Engineer. In turn master Deep Learning, Machine Learning, and python or java to kick-start your career in Artificial Intelligence.
Frequently asked questions about the Introduction to Data Science and AI using Python Courses South Africa.
Why Data Science with AI?
Overall build and scale AI with trust and transparency to drive digital transformation, deliver personalized custortmer experiences and make more data-backed decisions.
- Accelerate time to value with visual data science tools.
- Track and measure outcomes from AI across its lifecycle.
- Adapt and govern AI quickly to changing business situations.
- Optimize business outcomes with prescriptive analytics.
- Debias AI with transparency and explainability.
Part-Time
Fast forward your career in the IT industry with a part-time course at School of IT. In turn Part-time courses allow working professionals to transition into a new skill set while working. Moreover at School of IT we are agile and customize a course to the individual.
Full Time
Ready to start a career in IT? Learn the introduction to data science with Python as a full time student at School of IT, Thus beginning your career in Artificial Intelligence.
High School
Learn about python with Data Science and prepare for the future while you’re still in high school. Thus no matter where you are, we come to you! Thus giving you the analytical skills to pursue your dreams!
Corporate
Learn about Artificial Intelligence (AI) Training in South Africa and up skill yourself or your company while you’re working. Thus no matter where you are, we come to you and give the tools to move up in your company.
Course Objectives.
By the end of the Data Science and AI using Python Training Course, students will have usable knowledge of the following:
Introduction to Data Science/AI
- Knowledge acquisition through data
- Knowledge representation
- Value creation
- Data Science overview
- AI ecosystem and new approach to analytics
- Key technologies
Data Science workflow
- Crisp-dm
- Data preparation
- Model planning
- Model building
- Communication
- Deployment
Data Science technologies
- Languages used for prototyping
- Big Data technologies
- End to end solutions to common problems
- Introduction to Python language
- Integrating Python with Spark
AI in Business
- AI ecosystem
- Ethics of AI
- How to drive AI in business
Data sources
- Types of data
- SQL vs NoSQL
- Data Storage
- Data preparation
Data Analysis – Statistical approach
- Probability
- Statistics
- Statistical modeling
- Applications in business using Python
Machine learning in business
- Supervised vs unsupervised
- Forecasting problems
- Classfication problems
- Clustering problems
- Anomaly detection
- Recommendation engines
- Association pattern mining
- Solving ML problems with Python language
Deep learning
- Problems where traditional ML algorithms fails
- Solving complicated problems with Deep Learning
- Introduction to Tensorflow
Natural Language processing
Data visualization
- Visual reporting outcomes from modeling
- Common pitfalls in visualization
- Data visualization with Python
From Data to Decision – communication
- Making impact: data driven story telling
- Influence effectivnes
- Managing Data Science projects
The career prospects for AI Courses South Africa is high in demand. Artificial Intelligence is everywhere: on all platforms and devices and in all countries around the world!
- All in all Python Developer
- Cloud Developer.
- Data Analyst.
- Furthermore a Data Scientist.
- Become a Cloud DevOps Engineer.
- Thus become a Azure Software Engineer.
- Networking Specialist.
💰 Starting from:
R10 900 / $850 / €720
Courseware inclusive
1-on-1 expert
Flexible hours
Commence anytime
ⓘ Write your international exams in the comfort of your own home!
🏅 Internationals
All international exams are additional in price: +-R600 / $144 / €130 per exam (dependent on exchange rate when booked). We assist you booking online and choosing an approved centre closest to you to write or via online procturing! PS: you can write online or onsite worldwide!
Azure Data Scientist Associate Certificate
Microsoft Certified: Data Analyst Associate
Tableau Certified Data Analyst
Tableau Certified Data Scientist
TensorFlow Developer Certificate
PCEP – Certified Entry-Level Python Programmer
PCAP – Certified Associate in Python Programming
PCPP1 – Certified Professional in Python Programming 1
PCPP2 – Certified Professional in Python Programming 2
PCED™ – Certified Entry-Level Data Analyst with Python
PCAD™ – Certified Associate Data Analyst with Python
Robert Mathot25 April 2024It’s a very easy course to get into , everyone’s responds fast and well so you always know what’s happening , the work itself is taught well so you understand it properly
Henty Beukes17 April 2024The course was great I will highly recommend it to others. Great to have it online.
Keamogetswe Mekgwe26 March 2024Extremely helpful, I highly recommend it.
francisca devasconcellos22 March 2024Am so grateful to my Lecturer Hudson for his patience & knowledge in my short course. Thank you so much for everything I’ve learnt & will always be grateful for the opportunity🙏 Highly recommended 🌸🙏
Keacha Kearns13 March 2024excellent service.one on one lecturer .they fit into your scedule. great for starting a new career and great for part time studying
Zander5379029 February 2024I had a blast doing my A+ course through School of IT. My tutor Joshua is an awesome guy who made it easy and simple to understand. I recommend anyone to use School of IT.
Nicolene Page16 February 2024I learned everything required and found the course very informative and educational. The tutor was attentive and adapts to your needs. They also go out of their way to make sure you have what you need to qualify. I would recommend School of IT to anyone who wants to better their skills.
James David25 January 2024Course Title: Advanced Python Duration: 2 weeks Instructor: Knowledgeable and Effective Review: I recently completed the Advanced Python course, and I must say it was a highly enriching experience. Over the span of two weeks, the course delved into a broad spectrum of advanced Python concepts, providing a comprehensive understanding of the language's intricacies and applications. One of the standout aspects of the course was the quality of instruction. The instructor demonstrated a deep understanding of the subject matter and was adept at explaining complex concepts in a clear and concise manner. Their approachability and willingness to address questions and concerns contributed significantly to the overall learning experience. The curriculum covered a wide range of topics, including but not limited to advanced data structures, object-oriented programming principles, functional programming techniques, and best practices for Python development. Each topic was explored thoroughly, with ample opportunities for hands-on practice and reinforcement of key concepts. The course structure struck a good balance between theory and practical application, allowing students to not only grasp theoretical concepts but also apply them in real-world scenarios through coding exercises and projects. This hands-on approach was instrumental in solidifying my understanding of Python and its advanced features. While the pace of the course was brisk due to its condensed timeline, the instructor's clarity and guidance helped ensure that all topics were covered comprehensively without feeling rushed. Additionally, the course materials provided were well-organized and supplemented the instruction effectively. Overall, I found the Advanced Python course to be immensely valuable in expanding my proficiency in the language. Whether you're looking to deepen your understanding of Python or enhance your programming skills for professional growth, I highly recommend this course.
