Without data you’re just another person with an opinion
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ADDRESSING THE NEEDS OF INDIVIDUAL LEARNERS FOR A BRIGHT FUTURE. Without data you’re just another person with an opinion “ ” “Machine Learning plays a crucial role for frictionless digital payments transactions” – Analytics India Magazine “97,000 analytics and data science jobs available in India: Study” - Business Standard “Looking for an IT job in India? Data Analytics is the buzz word” - scroll.in “Machine Learning Engineer is the Best Job in The U.S. according to Indeed” - Forbes Ramesh S known in the industry for his no nonsense approach and out of the box thinking to make things simple and effective. • Mastering Python • Mastering Statistics • Demystifying Machine Learning • Supervised Learning • Unsupervised Learning • Scikit Learn 502, HIG 292, Phase - 6 KPHB, Hyderabad - 500072 +91 98859 70033 [email protected] www.mongofactory.com Ramesh Sannareddy Machine Learning is set to spearhead the fourth industrial revolution and if you’re looking to build a career in this domain, you’ve made the right choice!
Transcript of Without data you’re just another person with an opinion
ADDRESSING THE NEEDS OF INDIVIDUAL
LEARNERS FOR A BRIGHT FUTURE.
Without data you’re just another person with an opinion
“ ”
“Machine Learning plays a crucial role for frictionless digital payments
transactions” – Analytics India Magazine
“97,000 analytics and data science jobs available in India: Study” - Business
Standard
“Looking for an IT job in India? Data Analytics is the buzz word” - scroll.in
“Machine Learning Engineer is the Best Job in The U.S. according to Indeed”
- Forbes
Ramesh S known in the industry
for his no nonsense approach and
out of the box thinking to make
things simple and effective.
• Mastering Python
• Mastering Statistics
• Demystifying Machine Learning
• Supervised Learning
• Unsupervised Learning
• Scikit Learn
502, HIG 292, Phase - 6
KPHB, Hyderabad - 500072
+91 98859 70033
www.mongofactory.com
Ramesh Sannareddy
Machine Learning is set to spearhead the
fourth industrial revolution and if you’re
looking to build a career in this domain, you’ve made the right choice!
Getting Started Machine Learning Python for Machine Learning Linear Regression Get acquainted with English like language to manipulate data. Learn to implement linear regression and predict continuous
data values with real time scenarios Takeaways - Data Types, Data Structures, Control Statements, Functions, Packages
Predict House Prices in Bangalore
Math for Machine Learning Logistic Regression Brush your knowledge of College Mathematics and their applications
Understand how supervised learning is used for classification
Takeaways – Linear Algebra, Matrices, Eigen Vectors and their applications
Would a Titanic passenger survived if they’re married?
Clustering
Statistics Essentials Learn how to create segments based on similarities using K-Means and Hierarchical Clustering
Python for Data Analysis How does Google return similar search results?
Learn how Python is used for Data Manipulation and Data Visualisation
Support Vector Machines
Takeaways – NumPy, Pandas, Presentation of Data Learn to classify data points using support vectors
Inferential Statistics How iCloud Photos identifies who’s in a Group Selfie?
Try to reach conclusions that extend beyond the immediate data alone.
Decision Trees
Takeaways – Probability Distribution Functions, Random Variables, Sampling Methods, Central Limit Theorem and more to draw inferences
Tree-based model that is simple and easy to use. Learn the fundamentals in implementing them
Hypothesis Testing Can Golf be played on a sunny day?
Understand how to formulate and test hypotheses to solve business problems
Takeaways – Null Hypothesis, Decision Rules and different approaches to reproduce your inferences Recommender Systems
Exploratory Data Analysis Different Recommendation Techniques Learn how to summarise data and derive initial insights Learn how YouTube generates playlists based on your activity Takeaways – Summary Statistics, Data Distributions, Data Transformations, Multi-Dimensional Plots and other Fancy Charts
What would be the next song in my mind?
Text Analytics Text Processing
Natural Language Processing , Sentiment Analysis, Cleaning Text Data, Spam Classification
How positive Twitter is about Modi’s re-election?
What Next?
Introduction to Neural Networks What is Deep Learning? What is TensorFlow? What are Neural Networks?
Of the 2.5 quintillion bytes of data we generate every day, only 0.5% is ever analysed and used.
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Machine Learning is set to spearhead the fourth industrial revolution and if you’re looking to build a career in this domain, you’ve made the right choice
World Economic Forum
