Data Science & Machine Learning Course

Learn how to source, manipulate and visualise data using Python and its libraries. Build and refine your Machine Learning skills with the help of topics like Statistics, Trees, Neural Networks etc.

Projects the you will build

Case Study on Indian Startups: Detailed analysis of the Indian Startups for interpretation of trends and patterns to facilitate selection of proper city, useful investors, funding type etc for different startups.

Text Classification: Build a classifier model using Naive Bayes algorithm to predict the topic of an article present in a newspaper.

Image Classification: Build a classifier for classifying 10,000 images into 10 classes (dog, horse, cat etc) using the CIFAR-10 Dataset.

Twitter Sentiment Analysis: Analyse the tweets posted on twitter to predict the sentiment of the tweet i.e. positive, negative or neutral

Duration

6 months

Price

699 USD

Course Curriculum

Basics of Programming
Working with files, Numpy, Pandas, Matplotlib.
Intro to SQL Queries, Indexing and Sqlite.
Intro to API, Working with API.
Web Scraping, Beautifulsoap, Selenium, Advance Selenium.
Data Visualization, Seaborn, Matplotlib.
Linear Regression, Gradient Descent, Logistic Regression.
Decision Tree, Random Forests.
Naive Bayes
K-Nearest Neighbours, SVM (Support Vector Machine).
PCA (Principal Component Analysis).
NLP (Natural Language Processing).
Neural Networks, Tensorflow, Keras.
CNN, Recurrent Neural Network.
Unsupervised Learning.

Lets Work Together

No matter whatever career path you choose in the field of computer science, Data Science and Machine Learning keeps you ahead of all.