#### Machine Learning

- Text Classification using LSTM in Keras (Review Classification using LSTM)
- What is Regularization in Machine Learning (Ridge Regression and Lasso Regression)?
- Linear Regression Part-1 ( What Assumptions to Check While using Linear Regression)
- Introduction to Machine Learning (Supervised Learning, Unsupervised Learning, Reinforcement Learning)
- Scratch Implementation of Stochastic Gradient Descent using Python.
- Amazon Review Text Classification using Logistic Regression (Python, Sklearn, Bag of Words)
- Interpretation of Machine Learning Models
- Back-Propagation in Deep Learning
- Adagrad Optimization Algorithm
- Multilayer Neural Network vs Classical Neural Network
- Deep Learning Interview Question
- Widely used Distances in Machine Learning
- Various Evaluation metrics for Machine Learning Classification Tasks (Confusion metric, precision, recall, accuracy score, f1-score, etc)
- All You Need to Know about Activation Functions (Sigmoid, Tanh Relu, Leaky Relu, Relu-6, Softmax)
- Basics of Random Forest that You Need to Know.
- FLASK API to calculate WER, MER for text comparison in Python.
- A basic introduction to Random Forest.
- How will you choose a machine learning model for your problem?

#### Statistics

- How distributions are used to solve real life problems?
- All You Need to Know About Sampling Distribution in Statistics
- A Detailed Understanding of Various Distributions in Statistics (Explained Simply)
- Co-Variance and it’s interpretation in statistics.

#### General Tips

- RoadMap to excel in Computer Science and get a package of 20+ LPA.
- How to prepare data structure and algorithms for machine learning and data science interviews?
- How to use Linkedin to get Machine Learning or Data Science interview Calls?
- Which Laptop to Buy for Machine Learning and Deep Learning?
- Everything You Need to Know about Machine Learning Syllabus to Become a Data Scientist?
- Get Feedback on You Resume for Software Engineering/ Machine Learning/ Data Science Jobs
- Top Skills You Must Not Avoid to Become a Great Data Scientist
- Being a data scientist, how to Establish Your Self as a Brand?
- How to learn python without joining any online or offline course in 4-5 days/

#### Gate CSE

- All about IIT Gandhinagar (Admission, Interview, Placements, Research, Faculty) M.Tech Computer Science
- Which College to Choose to pursue M.Tech for Good Placements, if not Getting Old IITs?
- Which one to choose between New IITs and Established NITs, a detailed comparison (Placements, Infrastructure, Research, etc)
- Why You Should Appear for GATE Computer Science & Engineering?
- The GOD Strategy to Get Good Marks in GATE CSE, Computer Organization & Architecture Section.