What You Will Learn?
  • Build artificial neural networks with Tensorflow and Keras
  • Make predictions using linear regression, polynomial regression, and multivariate regression
  • Classify images, data, and sentiments using deep learning
  • Implement machine learning at massive scale with Apache Spark's MLLib
  • Understand reinforcement learning - and how to build a Pac-Man bot
  • Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA
  • Use train/test and K-Fold cross validation to choose and tune your models
  • Build a movie recommender system using item-based and user-based collaborative filtering
  • Clean your input data to remove outliers
  • Design and evaluate A/B tests using T-Tests and P-Values

What You Will Learn?

Most school’s courses does not cover  the advanced concepts of Machine Learning and Artificial Intelligence such as Tensorflow & Tensorboard, Deep Learning concepts such as Computer Vision, Natural Language processing. However in BootUP Academy we cover the advance concepts of Machine Learning. Also BootUP Academy Stack covers Machine Learning concepts like Supervised and Unsupervised learning, Neural Networks, Various statistical concepts like Regression, Random forest, Support Vector Machine which is missing in the other school’s courses.

After the course completion, the participant will be able to:

  • Apply a range of advanced machine learning techniques from all major areas of machine learning (supervised, unsupervised, semi-supervised and reinforcement learning) including tuning and regularizing these models
  • Perform a range of pre-processing steps, including feature engineering and management of missing data, as well as explain the utility and importance of such methods
  • Explain how these techniques work, including the relationship between more advanced methods and the simpler methods they are built upon
  • Evaluate the performance of machine learning systems in common tasks

BootUP Academy provides both in class training and online training. If you are learning and coding remotely, we have a coding platform that tests your codes automatically and give you feedback. We have cloud labs to perform coding projects to give you real world use cases you that you can use for your job interviews.
BootUP Academy provides you with job opportunities like no other academy through our career partners.


1

Exploring and Transforming Data

2

Clustering

3

Linear Regression

4

Logistic Regression

5

Simple FeedForward Neural Networks

6

Convolutional Neural Networks

7

Recurrent Neural Networks and LSTM

8

Deep Neural Networks

Follow a Structured Curriculum

  • Artificial Intelligence
  • Environmental Constraints
  • Various Agent Types
  • PEAS Analysis of Problem
  • Process flow for an AI agent
  • Machine Learning Introduction
  • Supervised & Unsupervised Learning
  • Regression & Classification Problems
  • What makes a Machine Learning Expert?

  • What is Python?
  • Installing Anaconda
  • Understanding the Spyder Integrated Development Environment (IDE)
  • Python basics and string manipulation
  • lists, tuples, dictionaries, variables
  • Control Structure – If loop, For & while Loop
  • Single line loops
  • Writing user defined functions
  • Object oriented programming
  • Working with Class & Inheritance

  • Mengimpor data
  • Bekerja dengan dataset
  • Memanipulasi dataset
  • Membuat variabel baru
  • Mengekspor dataset ke file eksternal
  • Penggabungan Data

  • Measures of Central tendency
  • Measures of dispersion
  • Probability
  • Binomial Distribution
  • Normal Distribution
  • Hypothesis Testing
  • Correlation

  • Analisis Data Eksplorasi
  • Aturan Validasi Data
  • Teknik pembersihan data
  • Persiapan Data untuk Analisis

Learn From the best

Examples are perfect and lots of practice data!

It covers everything that one needs to know and start working on data science. Examples are perfect and lots of practice data with code to execute in Python.
I am extremely thankful for such an awesome course!

Rangga Aditya Piratama, Software Engineer at Indonesian Fintech Company
Choose Your Machine Learning Program

BootUP provides different entry levels for Programming. Check the available levels and choose the your desired entry level program below


Machine Learning Course Schedule

BootUP provides 4 entry levels for the Machine Learning. Check the available levels and the schedule in the table below and choose your entry level. We provide some courses in other countries based on the available schedules and plans. We started the journey in India as Skill Speed, a well known and respected academy with thousands of graduates and students, mostly hired by our career partners. They provide BootUP Academy students with some venues in India. We also might have different venues in different countries based on our plans and availability of our courses.


PROGRAM CLASS LOCATION START STATUS
Machine Learning Free Webinar Class LIVE Online Class
Recorded Session with Q&A
08 Nov 2018 Sign Up
Machine Learning Foundation (6 Hours) 2 Sessions, 3 Hours per Session LIVE Online Class
Recorded Session with Q&A
15 Nov 2018 Sign Up
Machine Learning (Basic) Flex (1 Month) Bangalore, India
#2947, 6th Cross, 18th Main, Indira Nagar, Bangalore 560008
15 Aug 2018 Closed
Machine Learning (Basic) Flex (1 Month) Jakarta, Indonesia
Prosperity Tower, 9th Floor, Suite A&J, District 8 I, SCBD Lot 28, Jalan Jenderal Sudirman, Kav 52-54
10 Dec 2018 Sign Up
Machine Learning (Basic) Full Stack Immersive + Flex Artificial Intelligence (6 Months) Kuala Lumpur, Malaysia
Hampshire Place, 1, Jalan Mayang Sari, 50450
04 Sep 2018 Closed
Machine Learning (Basic) Full Stack Immersive + Flex Artificial Intelligence (6 Months) Jakarta, Indonesia
Prosperity Tower, 9th Floor, Suite A&J, District 8 I, SCBD Lot 28, Jalan Jenderal Sudirman, Kav 52-54
09 Jan 2019 Sign Up
Machine Learning (Advanced) Flex (1 Month) Bangalore, India
#2947, 6th Cross, 18th Main, Indira Nagar, Bangalore 560008
15 Sep 2018 Closed
Machine Learning (Advanced) Flex (1 Month) Jakarta, Indonesia
Prosperity Tower, 9th Floor, Suite A&J, District 8 I, SCBD Lot 28, Jalan Jenderal Sudirman, Kav 52-54
10 Dec 2018 Sign Up
Machine Learning (Advanced) Full Stack Immersive + Flex Artificial Intelligence (6 Months) Kuala Lumpur, Malaysia
Hampshire Place, 1, Jalan Mayang Sari, 50450
04 Sep 2018 Closed
Machine Learning (Advanced) Full Stack Immersive + Flex Artificial Intelligence (6 Months) Jakarta, Indonesia
Prosperity Tower, 9th Floor, Suite A&J, District 8 I, SCBD Lot 28, Jalan Jenderal Sudirman, Kav 52-54
09 Jan 2019 Sign Up