CodeAsylums - Best Coding Bootcamp In India | Data Structures | Algorithms | Full Stack Development | Machine Learning | Data Science| JavaScript

Machine Learning + DSA Bootcamp

Career around Data, Numbers, Math and Programming sounds interesting? Take a step towards the world of Artificial Intellegence

OVERVIEW

This course will take you to the journey of Machine Learning. Starting from Statistics connecting the path with different algorithms and models using classification and regression. Implementing the code using python and libraries. And stepping towards the orgasmic world of Data Analysis and Prediction

12 Week Online Coding Camp

120hrs+ Dedicated Mentoring

Long Distance Interactive Coding

20:2 Mentor Ratio

WHAT YOU WILL LEARN

Python, SQL, Linux & GIT

Learning and implementing python code for using ML-based libraries and creating a backend system using Restful APIs and Authentication to authenticate, store and process data with the help of Django and SQL. Collaborative programming using a version control system and linux commands over a Linux based operating system

Probability & Statistics

PDF, CDF, Bayes’ Rule, Expectations, Variance, Covariance, Kernel Density Estimation, Kernel Density Classification, Central Limit Theorem, Chebyshev’s Inequality, Continuous Probability Distribution, and its Significance, Correlation, Confidence Interval, Hypothesis Testing, Marginal Probability, Conditional, Probability, Information Theory, Structured Probabilistic Models  

Matrics & Calculus

Scalars, Vectors, Matrices, Tensors, Determinant, Hyperplane, Dot Product, Linear Dependence and Span, Norms, Eigen decomposition, Singular Value Decomposition, Moore-Penrose Pseudoinverse, Trace, Operator, Principal Component Analysis, Differentiation, Maxima-Minima, Concepts, GradientDescent, Stochastic Gradient Descent, Optimization Techniques

Exploratory Data Analysis

Beautifulsoup, Requests, Introduction of Scrapy, Variable Identification, Univariate Analysis, Bivariate Analysis, Missing Value Imputation, Outlier Detection, Feature Engineering, Variable Transformation, Numpy, Pandas, Matplotlib, SciPy, Seaborn, Bar Plot, Histograms, Contingency Table, Heat Map, Scatter Plot, Correlation Matrix, Violin Plot, Line Plots, Spider Chart

Dimensionality Reduction

Handling Text-based Dataset, Image-Based Dataset, Graph-Based Dataset, Time series-based Dataset, Audio-based Dataset, IOT Dataset, Curse of Dimensionality, PCA, Mathematical Formulation, Intuition, EigenVector, and EigenValue, Significance, code and Hyperparameter.

Models and Accuracy

Logistic Regression, Linear Regression, KNN, Naïve Bayes, Support Vector Machine, Decision Tree, Confusion matrix, Recall, Precision, F1-Score, Micro F1-Score, Macro F1- Score, Accuracy, ROC-AUC, RMSE, R-Squared, Adjusted R-Squared, Mean Reciprocal Rank, Normalized Discounted Cumulative Gain

Recommendation System

Content-Based Filtering, Collaborative Based Filtering, Neighbour Based Collaborative Filtering, Singular Value Decomposition, Principal Component Analysis, Non-Negative Matrix Factorization, Build Collaborative filtering model from scratch, Matrix Factorization for Recommendation Engine, Hybrid Recommender Engine, K-means, K- medoids, K-means++, Hierarchical Clustering, DBSCAN

Time Series Analysis

Market Basket Analysis, Generalized Association Rules, Measures of Association Rule Mining (Support, Confidence, Lift, Apriori algorithm), Basic of Time Series, Time Resampling, Time Shifts, ETS (Error, Trends, Seasonality), Moving Averages, EWMA(Exponential Weighted Moving Averages), ARIMA (Auto Regressive Integrated Moving Averages), ACF and PACF, Pandas for Time Series, Statsmodel

OS, DBMS, OOPs CONCEPTS

Fundamental concepts of Computer Science and related technology. 

INTERVIEWS & RESUME

Placement preparation, guidance and assistance to crack interviews.

DATA STRUCTURE

Structures, Pointers, STL, Linked List, Stacks, Queues, Trees, BST.

ALGORITHMS

Number Theory, String, BitMasking, Dynamic Programming, Graphs.

A DAY IN BOOTCAMP !

WHAT HAVE YOU GOTTEN YOURSELF INTO?

DAY 1

Live concept classes
Problem discussion classes
Doubt Discussion sessions.

DAY 2

Live concept classes
Coding Contest
Contest Discussion Session.

DAY 3

Problem-Solving
Doubt Discussion Sessions.

DAY 4

Coding contest
Contest discussion.

DAY 5

Live Concept Classes
Doubt Clearing.

DAY 6

Mock Interview with Industry Experts
Interview discussion.

DAY 7

Problem-Solving
Doubt Clearing Sessions.

MENTORS

Code with experienced passionate developers who inculcate the desire to develop, debug and deploy!

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    Worked extensively in fullstack development using JavaScript, React, Nodejs, Golang & Java. Developing the the system around the scalability using AWS, Java, Dockers, Kafka, Kubernetes, Blockchain, etc.
    Madhav Chaturvedi
    Platform Engineer - R&D at Paysafe
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    With the background of Mathematics and Computing, having the imense knowledge in the field of Data Science including Statistics, Machine Learning, Deep Learning, NLP & Computer Vision.
    Rahul Kumar
    Head of Data Science & ML at CodeAsylums
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    Passionate Coder worked in the field of Full stack development (React, React Native, Golang, JAVA, Node, Python), BigData (Hadoop, Spark, Kafka, MapReduce) & DevOps (Linux, Dockers, Kubernetes).
    Rajat Goyal
    Ex-D.E.Shaw, Infra-Tech Engineer at Gojek
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    “Vibrant mentor with extraordinary contributing skills & mindset towards coding and development. Currently working with the Frontend team at Microsoft using JavaScript & React.”
    Rajat Jain
    Software Engineer at Microsoft
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    “A versatile mentor and evangelist who move around the world and train in the field of DevOps, System Design & Blockchain.”
    Anubhav Chaturvedi
    SRE, DevOps, Blockchain Evangelist & Trainer
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    “Data enthusiast who loves to code around the data and the deployment. Covering the scripting, data piplines and system architecture required to develop, scale and deploy the platform.”
    Kajal Singh
    Data Engineer at Amazon
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    “Excellent competitive programmer, extensively code on various platforms like codechef, hackerrank, interview bits, SPOJ, etc. Also a certified coder from codechef.”
    Reshab
    Software Developer at Amazon
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    “Passionate in programming and coding the data structures and algorithms with his great aptitude and attitude towards competitive programming.”
    Nabh Chaoudhary
    Analyst at Goldman Sachs
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    “A guy of Theoritical Computer science and Algorithms who loves to optimize every bit of code. A great mentor who understands the mindset of students towards programming and help them to code their heart out.”
    Aayush Kumar
    SDE - 2 at Amazon
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    “An interactive mentor who is enquisitive to code with people around with the awareness of on going technologies around the world. Currently working as IOs developer in a Ad Network company”
    Iti Agrawal
    Software Developer at InMobi Labs
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    “A great combination of coder and developer who understands the art of coding and development at same place. Worked with NodeJS, JavaScript, Golang, React with great mindset to optimize the code.”
    Satyarth Ojha
    Software Developer at Grab
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    “Empathetic mentor who can produce the zeal of coding in any student sitting in the class. A great coder best with his brainstorming, problem solving and optimizing skills.”
    Aditya Ghosh
    Software Developer at DirectI (Flock)

ADMISSIONS PROCESS.

Rome was not built in a day, niether does the trust. We ensure that the trust you have shown in our bootcamp is maintained and built stronger with time .The excellent standards of counselling throughout the process will make you more confident to choose the right path!

  • Apply online

    A short 5-10 minute application for you to introduce yourself, including your education and coding experience, plus your super powers. You know, the important details that will help us get to know you.

  • Mentor / Alumni Call

    You will be talking to our alumnis and mentors who will be counselling you for the track you have choosed for the course. Also, we want to know about your techskills which will allow us to allocate the best place for you in the bootcamp

  • Prep Modules

    The first step to becoming a developer is laying your foundation with our Prep Modules. You’ll spend on completing online prep which will introduce the basic technologies you’ll use throughout bootcamp. You are required to complete the Prep Modules before your first day of bootcamp.

ALUMNI TESTIMONIALS

Wanna know more about us ? Talk to our alumnis

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    Codeasylums is not just a workshop, it's an experience which changes of concept of learning. The learning atmosphere, the understanding teachers and helping doubt classes motivate you to do your very best and never hesitate to ask doubts.
    Ruchika Tulsyan
    Placed at Microsoft
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    The environment provided by Codeasylums is excellent. Great for college students who are looking to learn new things and utilise their vacations productively. The mentors provide 24*7 guidance. Hackathons are a fun way of implementing.
    Mohak Jain
    Placed at Salesforce
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    The concept of being part of the group 24*7 throughout the span of 30days improves you in all aspects, which is so much more productive than online courses or other off-line courses available in market.
    Mayank Ray Mishra
    Jr. Data Scientist at JAVIS
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    Great place to learn and improve your techy skills ! Great mentors and great community as well. Would definitely recommend!
    Omkar Jai
    Software Engineer at VOGO
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    The experience is totally worth it, and I would definitely recommend it to my juniors, just go there, and experience it.
    Ayushi
    Software Engineer at Microsoft
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    CodeAsylums has been the most incredible experience of my life. I am really glad that I could be a part of the first ever batch. I met new people, brilliant minds and we all are still connected.
    Raunak Agrawal
    Analyst (strats) at Goldman Sachs
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    It provides you a great learning experience with a very friendly environment. All the teachers guides and motivates you throughout the bootcamp and hence this helps you in learning new technologies and building confidence.
    Tannu Bhalotia
    Software Engineer at Intuit
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    It's the best ever bootcamp I have ever attended. The pattern of teaching and the quality mentors and tutors are top notch and it provides a friendly competitive environment of learning.
    Aman Aryan
    Software Developer at Scroll

ONLINE UPCOMING BOOTCAMP DATES


May 2nd
May 9th
May 16th
Virgin Algorithms APPLY APPLY APPLY
Full Stack Web Development + DSA APPLY APPLY APPLY
Machine Learning + DSA APPLY APPLY APPLY
Business & Data Analytics APPLY APPLY