MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

MACHINE LEARNING LEAD MENTORS

MACHINE LEARNING COURSE FEES IN CAPE TOWN

Live Virtual

Instructor Led Live Online

ZAR 16,670
ZAR 7,949

  • IBM® & IABAC® Certification
  • 5-Month | 350 Learning Hours
  • 100-Hour Live Online Training
  • 20 Capstone & 1 Client Project
  • 365 Days Flexi Pass + Cloud Lab
  • Internship +Job Assistance

Blended Learning

Self Learning + Live Mentoring

ZAR 10,070
ZAR 4,479

  • Self Learning + Live Mentoring
  • IBM® & IABAC® Certification
  • 1 Year Access To Elearning
  • 20 Capstone & 1 Client Project
  • Job Assistance
  • 24*7 Learner assistance and support

Corporate Training

Customize Your Training


  • Instructor-Led & Self-Paced training
  • Customized Learning Options
  • Industry Expert Trainers
  • Case Study Approach
  • Enterprise Grade Learning
  • 24*7 Cloud Lab

ARE YOU LOOKING TO UPSKILL YOUR TEAM ?

Enquire Now

WHY DATAMITES INSTITUTE FOR MACHINE LEARNING COURSE

Why DataMites Infographic

SYLLABUS OF MACHINE LEARNING CERTIFICATION IN CAPE TOWN

The following topics are covered in "Machine Learning"

Foundation:

Machine Learning Introduction: Supervised and Unsupervised Learning

  • Linear Regression Theory
  • Linear Regression Programming with R
  • Working on Case Study

Multiple Linear Regression

  • Theory behind multiple linear regression
  • Multiple Linear Regression with R
  • Working on Case Study

Decision Tree:

  • Theory Behind Decision Tree
  • Decision Tree with R
  • Working on Case Study

Naive Bayes:

  • Theory behind Naïve Bayes classifiers
  • Naive Bayes Classifiers with R
  • Working on Case Study

Support Vector Machines:

  • Theory behind Support Vector Machines
  • Support vector machines with R
  • Improving the performance with Kernals
  • Working on Case Study

Association Rule:

  • Theory behind Association Rule
  • Working on Case Studies

Expert:

Neural Net:

  • Artificial Neural Network
  • Connection Weights in Neural Network
  • Generating Neural Network with R
  • Improving Neural Network Accuracy with Hidden Layers
  • Working on Case

Random Forest:

  • Theory behind Random Forest
  • Random Forest with R
  • Improving performance of Random Forest
  • Working on Case Study

Recommendation Engine:

  • Theory behind Recommendation Engines
  • Working on Case Study with R

Dimension Reduction:

  • Theory behind Recommendation Engine
  • Working on Case Studies
  • Popular Machine Learning Algorithms
  • Clustering, Classification and Regression
  • Supervised vs Unsupervised Learning
  • Choice of Machine Learning
  • Simple and Multiple Linear Regression
  • KNN etc...
  • Theory of Linear Regression
  • Hands on with use Cases
  • Naïve Bayes for text classification
  • New Articles Tagging
  • K-means Clustering
  • Tuning with Hyper Parameters
  • Popular ML Algorithms
  • Clustering, Classification and Regression
  • Supervised vs Unsupervised
  • Choice of ML Algorithm
  • Ensemble Theory
  • Random Forest Tuning
  • Simple and Multiple Linear regression
  • KNN
  • Text Processing with Vectorization
  • Sentiment analysis with TextBlob
  • Twitter sentiment analysis.
  • Basic ANN network for regression and classification
  • Tensorflow work flow demo and intro to deep learning

OFFERED MACHINE LEARNING COURSES IN CAPE TOWN

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN CAPE TOWN

According to Grand View Research, the global market for machine learning will expand at a rate of 43.8% from 2019 to 2028! Artificial intelligence (AI) and machine learning are used in the computing and space industries as well as those that directly impact consumers, like banking and finance, healthcare, and transportation. It works for all types of businesses and frequently yields fantastic outcomes!

DataMites®, a leading global source of data science and machine learning training, provides effective instruction that meets the expectations of the industry's rapid transformation. In addition to South Africa, the Philippines, Saudi Arabia, the United Arab Emirates, the United Kingdom, and India, DataMites also offers training services in these nations. We are able to guarantee that your machine-learning experience will be joyful because we have helped more than 50k pupils. But perhaps most importantly, our courses' caliber has been acknowledged by the International Association of Business Analytics Certification (IABAC).

The three best machine learning courses—Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python—all aid in your understanding of topics that are very common in the modern world. The DataMites® Machine Learning Certification Courses in Cape Town have earned the respectable International Association of Business Analytics Certification's seal of approval (IABAC). DataMites® offers very affordable real-time coaching services that are of the highest caliber.

Together with three-phase, six-monthly machine learning courses, we provide online machine learning training in Cape Town.

Phase 1: Candidates will receive top-notch self-study videos and resources to assist them in completing the whole curriculum as they prepare ready for the following course.

The primary Live Intensive Training portion, Phase 2, includes international certifications like the IABAC Machine Learning Certification in Cape Town and real-world capstone projects.

Phase 3 is made up of tasks, internships, and the Career Ready Program.

In Cape Town, we offer the following machine learning courses:

Machine Learning Expert - Computers must be able to learn on their own and produce results without the assistance of humans. As the name implies, the certification for "Machine Learning Expert" verifies your knowledge in data science, artificial intelligence, and machine learning. The program for Machine Learning Expert Training will last for another five months.

Machine Learning Foundation - The Machine Learning Foundation course is a good starting point for those new to machine learning. This course covers a variety of topics, including dimensionality reduction, supervised learning I and II, unsupervised learning, and machine learning methods. In two months, you should be able to finish the Machine Learning Foundation Courses.

Machine Learning with Tensorflow - TensorFlow is an open-source artificial intelligence framework that enables the creation of machine learning models by utilizing data flow graphs. TensorFlow may be used for a variety of tasks, including categorization, perception, discovery, prediction, and creativity. In the course "Machine Learning with Tensorflow," you will learn how to use Tensorflow, improve your statistical knowledge, and create machine learning models and algorithms using real-world data. A five-month time period is allotted for the Tensorflow Machine Learning training course.

Python for Machine Learning - Python is a general-purpose programming language that may be used to manage a number of difficult machine learning tasks as well as quickly construct testing prototypes for machine learning. You learn how to construct Machine Learning algorithms in Python from scratch in the Python with Machine Learning course. This course covers the use of Python in machine learning, statistics, algorithms, data processing, and other areas. The DataMites® Machine Learning with Python Training Program, which lasts for five months, is now in progress.

Machine Learning with R - R is used for machine learning, often known as "machine learning with R." R is a powerful machine learning framework that is used by the greatest data scientists in the world. R for machine learning, fundamental statistics for ML, an introduction to ML, data processing for ML, ML algorithms, constructing and training ML models, and a real-world case study are all topics covered in the course on machine learning with R. DataMites ML is a five-month training course that makes use of R.

Cape Town is home to thriving start-up cultures and an emerging IT hub in Cape Town. Several foreign investors have also recognized the chance to invest in and purchase Cape Town technology enterprises. Depending on the course you choose, the cost of the DataMites® online machine learning course in Cape Town can range from ZAR 4412 to ZAR 13237. Studying machine learning in Cape Town will undoubtedly provide students with a wide range of job options that will be interesting, lucrative, and significant in today's culture. Enroll in our machine learning training in Cape Town right away.

Along with the machine learning course, DataMites also provides data science course, deep learning, artificial intelligence, data analytics, r programming, python training, mlops, power bi, tableau, data engineer and data analyst courses in Cape Town.

ABOUT MACHINE LEARNING COURSE IN CAPE TOWN

FAQ’S OF MACHINE LEARNING COURSE IN CAPE TOWN

The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -

  • 1. Job connect
  • 2. Resume Building
  • 3. Mock interview with industry experts
  • 4. Interview questions

The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.

No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.

MACHINE LEARNING PROJECTS

MACHINE LEARNING JOB INTERVIEW QUESTIONS

OTHER MACHINE LEARNING TRAINING CITIES IN SOUTH AFRICA

Global MACHINE LEARNING TRAINING Countries

popular career ORIENTED COURSES

DATAMITES POPULAR COURSES


HELPFUL RESOURCES - DataMites Official Blog